Smart City Atlas · USA

New Haven, Connecticut

Name: New Haven, Connecticut
Address: USA

New Haven, Connecticut uses connected sensing and data collection in urban infrastructure. UConn CIRCA documents a low-cost stormwater sensor network monitoring rainfall, tides, and sewer performance; the published research separates operational evidence from pilots and planned systems.

USA · 41.3083, -72.9279

Category: Existing city transformation
Smart City Maturity Type: Type 1 — Connected Smart City (Observe)
Smart City Autonomy Level: Level B — AI Assisted
Assessment status: Published and assessed — provisional classification
Scale / population: Not yet established in reviewed sources
Publication status: Published

Overview

Authoritative published assessment · v0.2.3

Classification · 1B

Type Score 9.58 / 100 · Autonomy Score 2.71 / 100

Research edition 2026-10-10-closed-reassessment-v1 · assessment 2026-10-10.

Eight equally weighted service domains use separate Type and Autonomy maxima. Scores and domain-count gates jointly determine the classification. Source limitations and coverage inferences remain part of this assessment.

How to read the evidence

An operating inventory label records the assessment’s deployment status. It does not mean every linked source was freshly opened or independently verified.

Source examination, deployment verification and inference

Original source examined: read in the recorded research stage; this does not imply a new examination today.
Historical evidence carried forward: retained from a prior edition without renewed examination.
Search-excerpt-only evidence: an excerpt or index supports the claim; the full original was not examined for that claim.
Inaccessible original source: the source could not be opened; any supported inference remains qualified.
Verified operating deployment: requires explicit operating and eligibility evidence. Source examination alone does not establish deployment verification.
Best-evidence inference: coverage or capability remains conditional and requires additional verification.
Unverified or excluded technology: an audit entry, pilot or unclear record does not establish a score-contributing deployment.

Eight-domain decisions

Domain	Type winner · T · coverage	Autonomy winner · A · coverage	Type / Autonomy points	Evidence and qualification
MOB	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	0.00000000 / 0.00000000	No eligible verified entry — UNKNOWN, not absent Carried forward; original evidence not independently reverified in this pass.
ENG	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	0.00000000 / 0.00000000	No eligible verified entry — UNKNOWN, not absent Carried forward; original evidence not independently reverified in this pass.
WAT	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	0.00000000 / 0.00000000	No eligible verified entry — UNKNOWN, not absent Carried forward; original evidence not independently reverified in this pass.
BLD	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	0.00000000 / 0.00000000	No eligible verified entry — UNKNOWN, not absent Carried forward; original evidence not independently reverified in this pass.
SAF	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	0.00000000 / 0.00000000	No eligible verified entry — UNKNOWN, not absent Carried forward; original evidence not independently reverified in this pass.
ENV	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	UNKNOWN — No eligible verified entry — UNKNOWN, not absent · ? · Coverage: Unknown — not scored	0.00000000 / 0.00000000	No eligible verified entry — UNKNOWN, not absent Carried forward; original evidence not independently reverified in this pass.
GOV	City online GIS, land/property services · 1 · Coverage: W (1)	City online GIS, land/property services · 0 · Coverage: W (1)	4.16666667 / 0.00000000	From reviewed corpus; check notes Carried forward; original evidence not independently reverified in this pass. City of New Haven ↗ Historical evidence carried forward / not newly examined Evidence IDs, provenance and review states (2) SRC-042 · original08 · prior assessment GIS portal is city digital service not predictive simulation PRIOR-SRC-042 · reassessment15 · historical_register_only_not_reopened GIS portal is city digital service not predictive simulation
HLT	Yale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions. · 2 · Coverage: N (0.65)	Yale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions. · 1 · Coverage: N (0.65)	5.41666667 / 2.70833333	Yale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions. Regional hospital system provides substantial real patient care in New Haven; count N service reach not outside-city facilities. Yale New Haven Health ↗ Original source examined in the recorded research stage Evidence IDs, provenance and review states (1) NEW-025 · reassessment15 · examined_original eCART deployed in Jan 2024 hospitals

Eligible domain counts: T1+ 2; T2+ 1; T3 0; A1+ 1; A2+ 0; A3 0.

Smart technology inventory

Current winners and documented deployment evidence are reconciled below. Earlier screening records labeled Unclear do not establish deployment and do not contribute to scores.

Technology / catalog reference	Domain	Status · coverage	Evidence and limitations
City online GIS, land/property servicesSCD-TP-051	GOV	Deployed / operational · W	From reviewed corpus; check notes Carried forward; original evidence not independently reverified in this pass. GIS on its own closer digital information than unified portal; T1 conditional Review: OPERATING — score-eligible candidate Recorded operating deployment · Best-evidence inference / additional verification required · Historical evidence carried forward City of New Haven ↗ Historical evidence carried forward / not newly examined Evidence IDs, provenance and review states (2) SRC-042 · original08 · prior assessment GIS portal is city digital service not predictive simulation PRIOR-SRC-042 · reassessment15 · historical_register_only_not_reopened GIS portal is city digital service not predictive simulation
Yale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions.SCD-TP-058	HLT	Deployed / operational · N	Yale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions. Regional hospital system provides substantial real patient care in New Haven; count N service reach not outside-city facilities. Regional hospital system provides substantial real patient care in New Haven; count N service reach not outside-city facilities. Review: RE-EVALUATED OPERATING 2026-10-10 BEST EVIDENCE Recorded operating deployment Yale New Haven Health ↗ Original source examined in the recorded research stage Evidence IDs, provenance and review states (1) NEW-025 · reassessment15 · examined_original eCART deployed in Jan 2024 hospitals
Municipal paid parking mobile transaction appsSCD-TP-010	MOB	Unclear · N	Catalog gap: mobile parking payments should be distinct from occupancy guidance Review: CATALOG MISMATCH / EVIDENCE INCOMPLETE Unverified, excluded, pilot, or unclear technology — not an established scoring deployment City of New Haven ↗ Search-excerpt or index-only evidence · Inaccessible original source · Historical evidence carried forward / not newly examined Evidence IDs, provenance and review states (2) SRC-043 · original08 · index-only / inaccessible City payment platform and mobile app; no occupancy sensing proof PRIOR-SRC-043 · reassessment15 · historical_register_only_not_reopened City payment platform and mobile app; no occupancy sensing proof
Automated speed and red-light camera alertsSCD-TP-038	SAF	Unclear · P	TP038 mismatch: fixed rule detection, must not score as AI Review: LOCAL FIXED-RULE DETECTION Unverified, excluded, pilot, or unclear technology — not an established scoring deployment City of New Haven / Safer Routes For All ↗ Historical evidence carried forward / not newly examined Evidence IDs, provenance and review states (2) SRC-041 · original08 · prior assessment Seven Sept 2026 speed/red-light camera installations; manual review; local pilot PRIOR-SRC-041 · reassessment15 · historical_register_only_not_reopened Seven Sept 2026 speed/red-light camera installations; manual review; local pilot
Municipal public-safety video and license plate sensorsSCD-TP-039	SAF	Unclear · D	Operational local sensing; cannot assume N Review: OPERATING Unverified, excluded, pilot, or unclear technology — not an established scoring deployment · Best-evidence inference / additional verification required City of New Haven / Safer Routes For All ↗ Historical evidence carried forward / not newly examined Evidence IDs, provenance and review states (2) SRC-041 · original08 · prior assessment Seven Sept 2026 speed/red-light camera installations; manual review; local pilot PRIOR-SRC-041 · reassessment15 · historical_register_only_not_reopened Seven Sept 2026 speed/red-light camera installations; manual review; local pilot
Yale-New Haven system MyChart electronic patient servicesSCD-TP-064	HLT	Deployed / operational · N	Review: OPERATING — score-eligible candidate Recorded operating deployment Yale New Haven Health ↗ Original source examined in the recorded research stage · Historical evidence carried forward / not newly examined Evidence IDs, provenance and review states (2) SRC-044 · original08 · examined Patient-facing MyChart; in-city facility and cross-organization EMR integration requires review PRIOR-SRC-044 · reassessment15 · historical_register_only_not_reopened Patient-facing MyChart; in-city facility and cross-organization EMR integration requires review

68-pattern research audit · unknown does not mean absent

Original stage labels are preserved. Unverified patterns are research audit entries, not deployments.

[
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-001",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Connected smartcard fare validators",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-002",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Biometric Metro fare access",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-003",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Connected transit vehicle location telemetry",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-004",
    "Scoring_domain": "MOB",
    "Technology_pattern": "AI transit-dispatch recommendations",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-005",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Adaptive network traffic-signal optimization",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-006",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Fixed-rule bus transit-signal priority",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-007",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Fully automatic driverless metro operation",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-008",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Autonomous ground delivery robots",
    "Catalog_T_reference": "3",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-009",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Robotaxi autonomous road service",
    "Catalog_T_reference": "3",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-010",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Connected parking occupancy guidance",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "CATALOG MISMATCH / EVIDENCE INCOMPLETE",
    "Documented_technology_or_lead": "Municipal paid parking mobile transaction apps",
    "Technology_deployment_status": "catalog mismatch / evidence incomplete",
    "In_city_coverage": "City municipal paid parking, no occupancy sensing; TP010 cannot count as match",
    "Coverage_scale": "N",
    "Scale_coefficient": "0.65",
    "City_score_g": "0",
    "Assessed_T": "1",
    "Assessed_A": "0",
    "Source_IDs": "SRC-043",
    "Original_URLs": "https://www.newhavenct.gov/government/departments-divisions/transportation-traffic-parking/new-haven-parking",
    "Qualification_and_gaps": "Catalog gap: mobile parking payments should be distinct from occupancy guidance"
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-011",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Predictive municipal fleet maintenance",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-012",
    "Scoring_domain": "MOB",
    "Technology_pattern": "Congestion forecasting and advisory dashboard",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-013",
    "Scoring_domain": "ENG",
    "Technology_pattern": "Electricity advanced metering infrastructure",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-014",
    "Scoring_domain": "ENG",
    "Technology_pattern": "Grid SCADA monitoring and alarm center",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-015",
    "Scoring_domain": "ENG",
    "Technology_pattern": "Fixed-protection automatic feeder reclosers",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-016",
    "Scoring_domain": "ENG",
    "Technology_pattern": "Self-healing distribution reconfiguration (FLISR)",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-017",
    "Scoring_domain": "ENG",
    "Technology_pattern": "AI short-term load forecasting advisory",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-018",
    "Scoring_domain": "ENG",
    "Technology_pattern": "Autonomous DER portfolio dispatch",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-019",
    "Scoring_domain": "ENG",
    "Technology_pattern": "Preset microgrid islanding protection",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-020",
    "Scoring_domain": "ENG",
    "Technology_pattern": "Goal-directed microgrid energy optimizer",
    "Catalog_T_reference": "3",
    "Catalog_A_reference": "3",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-021",
    "Scoring_domain": "ENG",
    "Technology_pattern": "Fixed-rule automated demand response",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-022",
    "Scoring_domain": "WAT",
    "Technology_pattern": "Connected household smart water meters",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-023",
    "Scoring_domain": "WAT",
    "Technology_pattern": "Acoustic water network leakage telemetry",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-024",
    "Scoring_domain": "WAT",
    "Technology_pattern": "AI leak localization with human dispatch",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-025",
    "Scoring_domain": "WAT",
    "Technology_pattern": "Conventional pumping/pressure SCADA control",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-026",
    "Scoring_domain": "WAT",
    "Technology_pattern": "Autonomous network pressure optimization",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-027",
    "Scoring_domain": "WAT",
    "Technology_pattern": "Conventional automatic treatment chemical dosing",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-028",
    "Scoring_domain": "WAT",
    "Technology_pattern": "AI drinking-water treatment adviser",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-029",
    "Scoring_domain": "WAT",
    "Technology_pattern": "Autonomous wastewater process optimization",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-030",
    "Scoring_domain": "BLD",
    "Technology_pattern": "Fixed schedule municipal streetlights",
    "Catalog_T_reference": "0",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-031",
    "Scoring_domain": "BLD",
    "Technology_pattern": "Connected streetlight fault monitoring",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-032",
    "Scoring_domain": "BLD",
    "Technology_pattern": "Ambient-sensor streetlight dimming",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-033",
    "Scoring_domain": "BLD",
    "Technology_pattern": "Adaptive urban lighting strategy optimizer",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-034",
    "Scoring_domain": "BLD",
    "Technology_pattern": "Connected conventional building management systems",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-035",
    "Scoring_domain": "BLD",
    "Technology_pattern": "AI building energy management adviser",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-036",
    "Scoring_domain": "BLD",
    "Technology_pattern": "District-scale autonomous HVAC optimizer",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-037",
    "Scoring_domain": "BLD",
    "Technology_pattern": "Bridge/structural health IoT monitoring",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-038",
    "Scoring_domain": "SAF",
    "Technology_pattern": "Police facial-watchlist identification alerts",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "LOCAL FIXED-RULE DETECTION",
    "Documented_technology_or_lead": "Automated speed and red-light camera alerts",
    "Technology_deployment_status": "local fixed-rule detection",
    "In_city_coverage": "Seven sites, human review; not AI watch-list Type2",
    "Coverage_scale": "P",
    "Scale_coefficient": "0.15",
    "City_score_g": "0",
    "Assessed_T": "2",
    "Assessed_A": "1",
    "Source_IDs": "SRC-041",
    "Original_URLs": "https://saferoutesforall.org/",
    "Qualification_and_gaps": "TP038 mismatch: fixed rule detection, must not score as AI"
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-039",
    "Scoring_domain": "SAF",
    "Technology_pattern": "Integrated situational-awareness camera feeds",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "OPERATING",
    "Documented_technology_or_lead": "Municipal public-safety video and license plate sensors",
    "Technology_deployment_status": "operating",
    "In_city_coverage": "Selected locations, count/penetration unavailable",
    "Coverage_scale": "D",
    "Scale_coefficient": "0.35",
    "City_score_g": "0",
    "Assessed_T": "1",
    "Assessed_A": "0",
    "Source_IDs": "SRC-041",
    "Original_URLs": "https://saferoutesforall.org/",
    "Qualification_and_gaps": "Operational local sensing; cannot assume N"
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-040",
    "Scoring_domain": "SAF",
    "Technology_pattern": "AI acoustic gunshot classification alerts",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-041",
    "Scoring_domain": "SAF",
    "Technology_pattern": "Predictive flood warning decision support",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-042",
    "Scoring_domain": "SAF",
    "Technology_pattern": "AI emergency resource dispatch recommendations",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-043",
    "Scoring_domain": "SAF",
    "Technology_pattern": "Autonomous flood barrier and sluice coordination",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-044",
    "Scoring_domain": "SAF",
    "Technology_pattern": "Autonomous emergency inspection drones",
    "Catalog_T_reference": "3",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-045",
    "Scoring_domain": "ENV",
    "Technology_pattern": "Continuous municipal air-quality sensor network",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-046",
    "Scoring_domain": "ENV",
    "Technology_pattern": "Connected urban noise monitoring",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-047",
    "Scoring_domain": "ENV",
    "Technology_pattern": "Smart-bin waste-fill telemetry",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-048",
    "Scoring_domain": "ENV",
    "Technology_pattern": "Timed pneumatic municipal waste collection",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-049",
    "Scoring_domain": "ENV",
    "Technology_pattern": "Autonomous robotic waste sorting",
    "Catalog_T_reference": "3",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-050",
    "Scoring_domain": "ENV",
    "Technology_pattern": "AI waste-fleet route planning advisory",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-051",
    "Scoring_domain": "GOV",
    "Technology_pattern": "Online municipal service transaction portal",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "OPERATING — score-eligible candidate",
    "Documented_technology_or_lead": "City online GIS, land/property services",
    "Technology_deployment_status": "operating",
    "In_city_coverage": "City digital GIS/open public information, not predictive twin",
    "Coverage_scale": "W",
    "Scale_coefficient": "1",
    "City_score_g": "1",
    "Assessed_T": "1",
    "Assessed_A": "0",
    "Source_IDs": "SRC-042",
    "Original_URLs": "https://maps.newhavenct.gov/",
    "Qualification_and_gaps": "GIS on its own closer digital information than unified portal; T1 conditional"
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-052",
    "Scoring_domain": "GOV",
    "Technology_pattern": "Generative-AI city information chatbot",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-053",
    "Scoring_domain": "GOV",
    "Technology_pattern": "AI citizen-case prioritization adviser",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-054",
    "Scoring_domain": "GOV",
    "Technology_pattern": "Urban digital twin for planning decisions",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-055",
    "Scoring_domain": "GOV",
    "Technology_pattern": "AI-supported municipal procurement risk review",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-056",
    "Scoring_domain": "HLT",
    "Technology_pattern": "Connected remote patient monitoring",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-057",
    "Scoring_domain": "HLT",
    "Technology_pattern": "Connected ambulance location and status",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-058",
    "Scoring_domain": "HLT",
    "Technology_pattern": "AI clinical decision-support recommender",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "RE-EVALUATED OPERATING 2026-10-10 BEST EVIDENCE",
    "Documented_technology_or_lead": "Yale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions.",
    "Technology_deployment_status": "operating_best_evidence",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "N",
    "Scale_coefficient": "0.65",
    "City_score_g": "1",
    "Assessed_T": "2",
    "Assessed_A": "1",
    "Source_IDs": "",
    "Original_URLs": "https://www.ynhhs.org/news/yale-new-haven-health-study-finds-wide-variation-in-performance-of-hospital-early-warning-systems",
    "Qualification_and_gaps": "Regional hospital system provides substantial real patient care in New Haven; count N service reach not outside-city facilities."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-059",
    "Scoring_domain": "HLT",
    "Technology_pattern": "Fixed-rule automated medication dispensing",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-060",
    "Scoring_domain": "HLT",
    "Technology_pattern": "Autonomous hospital logistics robot fleet",
    "Catalog_T_reference": "3",
    "Catalog_A_reference": "2",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-061",
    "Scoring_domain": "GOV",
    "Technology_pattern": "Unified government-service portal with cross-agency transactions",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-062",
    "Scoring_domain": "GOV",
    "Technology_pattern": "Integrated digital identity and government data exchange",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-063",
    "Scoring_domain": "GOV",
    "Technology_pattern": "AI-assisted government eligibility and case assessment",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-064",
    "Scoring_domain": "HLT",
    "Technology_pattern": "Integrated electronic health records and patient-service platform",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "OPERATING — score-eligible candidate",
    "Documented_technology_or_lead": "Yale-New Haven system MyChart electronic patient services",
    "Technology_deployment_status": "operating",
    "In_city_coverage": "Yale New Haven Hospital and connected city patient services in region-spanning network; use in-city is material",
    "Coverage_scale": "N",
    "Scale_coefficient": "0.65",
    "City_score_g": "1",
    "Assessed_T": "1",
    "Assessed_A": "0",
    "Source_IDs": "SRC-044",
    "Original_URLs": "https://www.ynhh.org/tools/MyChart",
    "Qualification_and_gaps": ""
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-065",
    "Scoring_domain": "HLT",
    "Technology_pattern": "AI clinical triage with clinician approval",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-066",
    "Scoring_domain": "GOV",
    "Technology_pattern": "Citywide school learning and administration platform",
    "Catalog_T_reference": "1",
    "Catalog_A_reference": "0",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-067",
    "Scoring_domain": "GOV",
    "Technology_pattern": "AI-assisted personalized education and teacher decision support",
    "Catalog_T_reference": "2",
    "Catalog_A_reference": "1",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  },
  {
    "City": "New Haven",
    "Pattern_ID": "SCD-TP-068",
    "Scoring_domain": "GOV",
    "Technology_pattern": "Integrated cognitive city digital twin / cross-domain autonomous city operations",
    "Catalog_T_reference": "3",
    "Catalog_A_reference": "3",
    "Review_status": "NOT VERIFIED IN REVIEWED CORPUS",
    "Documented_technology_or_lead": "No city-specific qualifying deployment established for this exact configuration by this scoped review.",
    "Technology_deployment_status": "unverified",
    "In_city_coverage": "Unknown",
    "Coverage_scale": "",
    "Scale_coefficient": "",
    "City_score_g": "0",
    "Assessed_T": "",
    "Assessed_A": "",
    "Source_IDs": "",
    "Original_URLs": "",
    "Qualification_and_gaps": "Unknown, not absent. Follow-up primary/technical/operational verification required. 68-pattern crosswalk completed; not 68 dedicated web searches."
  }
]

Sources and evidence

Each canonical publication URL appears once in this group. Reference aliases and research stages do not count as independent corroboration.

City of New Haven ↗
GIS portal is city digital service not predictive simulation
Historical evidence carried forward / not newly examined
Evidence IDs, provenance and review states (2)
- SRC-042 · original08 · prior assessment
- PRIOR-SRC-042 · reassessment15 · historical_register_only_not_reopened
Yale New Haven Health ↗
eCART deployed in Jan 2024 hospitals
Original source examined in the recorded research stage
Evidence IDs, provenance and review states (1)
- NEW-025 · reassessment15 · examined_original
City of New Haven ↗
City payment platform and mobile app; no occupancy sensing proof
Search-excerpt or index-only evidence · Inaccessible original source · Historical evidence carried forward / not newly examined
Evidence IDs, provenance and review states (2)
- SRC-043 · original08 · index-only / inaccessible
- PRIOR-SRC-043 · reassessment15 · historical_register_only_not_reopened
City of New Haven / Safer Routes For All ↗
Seven Sept 2026 speed/red-light camera installations; manual review; local pilot
Historical evidence carried forward / not newly examined
Evidence IDs, provenance and review states (2)
- SRC-041 · original08 · prior assessment
- PRIOR-SRC-041 · reassessment15 · historical_register_only_not_reopened
Yale New Haven Health ↗
Patient-facing MyChart; in-city facility and cross-organization EMR integration requires review
Original source examined in the recorded research stage · Historical evidence carried forward / not newly examined
Evidence IDs, provenance and review states (2)
- SRC-044 · original08 · examined
- PRIOR-SRC-044 · reassessment15 · historical_register_only_not_reopened

New Haven research report

New Haven is classified 1B with Type Score 9.58 and Autonomy Score 2.71, under v0.2.3. The eight-domain decisions, deployment inventory and source review states above form this edition's reproducible assessment.

Limitations

GOV: From reviewed corpus; check notes Carried forward; original evidence not independently reverified in this pass.
HLT: Yale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions. Regional hospital system provides substantial real patient care in New Haven; count N service reach not outside-city facilities.

Supplied research report archive · original wording preserved

# SCD — Original Seven Cities: Closed Best-Evidence Reassessment

**Research edition:** 2026-10-10 · **Methodology:** v0.2.3 (frozen) · **Publication:** NOT authorized

## Scope and conclusion

Seven operating cities were re-audited against the approved 68-pattern catalog and 21-descriptor taxonomy, with quantitative scores calculated exclusively from eight equally weighted service domains. This is a bounded supplementary audit of prior SCD research, **not** an examination of the full Sites source corpus. Results are final for this dated research edition, revisable in a new edition. No Sites import/export or publication has been executed.

## Seven updated research decisions

| City | Prior score / label | New Type score | New Autonomy score | New label |
|---|---|---:|---:|---|
| Singapore | 25.00 / 12.50 (2B) | **31.88** | **12.50** | **2B** |
| Moscow | 19.17 / 9.58 (2B) | **37.29** | **17.92** | **2B** |
| New York City | 28.75 / 5.42 (2B) | **35.63** | **10.83** | **2B** |
| Barcelona | 16.25 / 8.13 (2B) | **20.42** | **8.13** | **2B** |
| Cape Town | 6.88 / 0.00 (1?) | **15.21** | **0.00** | **1?** |
| New Haven | 6.88 / 0.00 (1?) | **9.58** | **2.71** | **1B** |
| Kigali | 6.88 / 0.00 (1?) | **9.58** | **0.00** | **1?** |

### Scores are not rankings across Type/Autonomy axes
A large numerical Type score is not sufficient for Type 3 unless **three independently qualifying T=3 domains** are documented. A large Autonomy score does not yield Level C without independently choosing/acting in **two material distinct service domains**. Scores display two decimals, archive at eight; the 21 descriptors do not create 21 weights. No documented Level A is asserted from a zero autonomy evidence contribution.

## Material updates and justification by city

### Singapore — 2B
Type 31.88, Autonomy 12.50; historic 25.00/12.50.

- **ENG:** EMA EMS II operating real-time forecasting and dispatch; AGC is fixed regulatory loop, not independently verified Level C. ENG human-decision support Level B retained. [Primary/source](https://www.ema.gov.sg/news-events/news/media-releases/2024/future-proofing-ema-energy-management-system-for-a-sustainable-future). *Limit:* Correction of former conditional 2C Autonomy scenario; no C energy.
- **WAT:** PUB national network 1500 permanent acoustic leak sensors and some 300000 smart meters; no verified independent decision selection. [Primary/source](https://www.pub.gov.sg/Resources/News-Room/PressReleases/2025/02/Keeping-Singapore-potable-water-pipe-network-in-good-order). *Limit:* Both WAT technologies aggregate in same domain. Type1, no B for fixed alerts.
- **ENV:** NEA continuously measures air pollution in all five reporting regions. [Primary/source](https://www.nea.gov.sg/our-services/pollution-control). *Limit:* Continuous sensing, no independent operational decision.
- **Why not 2C:** Although AGC executes routine fast adjustments, evidence does not substantiate adaptive choice beyond conventional feedback control for energy; a second independent Level C domain was not certified. The previously reported conditional 2C is retained only in historic test cases.

### Moscow — 2B
Type 37.29, Autonomy 17.92; historic 19.17/9.58.

- **ENG:** MOEK monitoring of almost 8000 heating substations and data-based detection of hidden network leaks (algorithm in use since 2020); no automatic independent heat-dispatch action shown. [Primary/source](https://www.moek.ru/press/news/2026/03/1236/). *Limit:* Energy Type2 forecasting/anomaly detection in broad city service; Level B human response. Non-catalog district heat anomaly algorithm is GAP-001.
- **WAT:** Mosvodokanal reports >13,000km city water pipes with 23 regulating points and automated 24/7 control supervised by experts. [Primary/source](https://mosvodokanal.ru/press/news/16923). *Limit:* Operator 2026 release observed in search excerpt; original page could not be reopened; Type1 best-evidence inference.
- **SAF:** 2025 metropolitan police official reports over 270000 connected city CCTV feeds; Sfera facial recognition/alerts operative; police retain authority. [Primary/source](https://www.mskagency.ru/materials/3466703). *Limit:* Extent of AI on all cameras not established; material system inference corroborated by metro video analytics. Privacy and civil-rights concerns must be covered in narrative.
- **Why not 2C:** Documented mobility automation is substantial, but district-heating leak analytics and police facial alerts ultimately inform human operators; water pressure SCADA has no verified contextual autonomous action-selection.
- **Governance caution:** Scoring surveillance as technical evidence does not endorse Moscow’s surveillance practices, legality, or civil-rights consequences.

### New York City — 2B
Type 35.63, Autonomy 10.83; historic 28.75/5.42.

- **MOB:** Port Authority operates automated AirTrain JFK serving Queens subway/LIRR access and airport; >24m riders per year per 2025 agenda. [Primary/source](https://www.panynj.gov/content/dam/corporate/board-meeting-pdfs/Public%20Agenda%20%284-24-25%29.pdf). *Limit:* Operational driverless people mover treated equivalent to operating automated transit; functional service N, not airport site-only.
- **ENV:** NYC Department of Health / DEP operate city community air-survey network with 85 air-quality monitors across five boroughs. [Primary/source](https://www.nyc.gov/site/dep/news/022825/testimony-rohit-t-aggarwala-chief-climate-officer-commissioner-nyc-dep-before-new-york). *Limit:* Measurements and public reporting, not autonomous environmental operations.
- **Why not 2C:** AirTrain is one substantial Mobility C domain; the utility and environment sources do not verify qualifying independent decisions in a second domain.

### Barcelona — 2B
Type 20.42, Autonomy 8.13; historic 16.25/8.13.

- **WAT:** Aigües de Barcelona 2025 operating report records remote meter reading for 89% of metropolitan customer meter base; operator webpage records 81% within Barcelona municipality at June 2024. [Primary/source](https://aiguesdebarcelona.cat/documents/42802/481302/AB_MemoriaExplotacio_2025_ES.pdf/f1a51ea8-4762-fe3b-c624-f261d752dfe5). *Limit:* City and metropolitan denominators explicitly distinguished. Twin prototypes excluded from city Type2 without production proof.
- **Why not 2C:** Driverless rail is Mobility C; advanced municipal water metering by itself is sensing/control, and water digital twins cited as prototypes are excluded.

### Cape Town — 1?
Type 15.21, Autonomy 0.00; historic 6.88/0.00.

- **WAT:** City progress report states 170 pressure management zones covering 68% of municipal water network by June 2021, with remotely/automatically controlled zones. [Primary/source](https://resource.capetown.gov.za/documentcentre/Documents/City%20research%20reports%20and%20review/Mayco_EMT_Progress_Report_to_Residents.pdf). *Limit:* 2026 continued reach inferred from historical operating system; primary PDF indexed but fetch timed out. No Level C credit for pressure regulation.
- **ENV:** City 2025 environmental health report confirms 14 fixed air monitoring stations; official Western Cape monitoring review corroborates regular data. [Primary/source](https://www.capetown.gov.za/Media-and-news/World%20Environmental%20Health%20Day%20City%20rallies%20support%20for%20even%20cleaner%20air). *Limit:* City webpage direct fetch 404; excerpt + Western Cape indexed report, no autonomy.
- **Why not 2 or B:** Strong network sensing spans Water and Environment, but neither provides a verified operating Type 2 cognitive system or actionable advisory/decision delegation at material scale in current evidence. The explicit autonomy status remains **?**, not A.

### New Haven — 1B
Type 9.58, Autonomy 2.71; historic 6.88/0.00.

- **HLT:** Yale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions. [Primary/source](https://www.ynhhs.org/news/yale-new-haven-health-study-finds-wide-variation-in-performance-of-hospital-early-warning-systems). *Limit:* Regional hospital system provides substantial real patient care in New Haven; count N service reach not outside-city facilities.
- **Why 1B rather than 2B:** Clinical predictive AI makes HLT Type2 and B, but a second material Type2 service domain is unverified and the Type score is below 10. Healthcare providers operate independently of city government but deliver material in-city services.

### Kigali — 1?
Type 9.58, Autonomy 0.00; historic 6.88/0.00.

- **ENV:** Rwanda Environment Management Authority air stations provide 2026 measurements at multiple Kigali districts including Gitega, Gisozi, Gacuriro, Kimihurura, Kiyovu and Rebero. [Primary/source](https://aq.rema.gov.rw/displaydb/map_data). *Limit:* National dataset filtered to in-Kigali locations, not whole-country coverage; no automatic remedial action.
- **Why 1?:** Air-quality network monitoring and e-government/mobility systems support Type1; Irembo digitization does not in itself establish Level B autonomy. WASAC prepaid tap installation was labeled a pilot and cannot elevate the WAT citywide score.

## Eight-domain decision matrix (one winner per domain)

| City | MOB T/A | ENG T/A | WAT T/A | BLD T/A | SAF T/A | ENV T/A | GOV T/A | HLT T/A |
|---|---|---|---|---|---|---|---|---|
| Singapore | 8.33 / 8.33 | 8.33 / 4.17 | 2.71 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 4.17 / 0.00 | 4.17 / 0.00 | 4.17 / 0.00 |
| Moscow | 8.13 / 5.42 | 8.33 / 4.17 | 4.17 / 0.00 | 0.00 / 0.00 | 8.33 / 4.17 | 0.00 / 0.00 | 0.00 / 0.00 | 8.33 / 4.17 |
| New York City | 5.42 / 5.42 | 4.17 / 0.00 | 4.17 / 0.00 | 5.42 / 2.71 | 5.42 / 2.71 | 4.17 / 0.00 | 4.17 / 0.00 | 2.71 / 0.00 |
| Barcelona | 5.42 / 5.42 | 0.00 / 0.00 | 4.17 / 0.00 | 2.71 / 0.00 | 0.00 / 0.00 | 2.71 / 0.00 | 5.42 / 2.71 | 0.00 / 0.00 |
| Cape Town | 2.71 / 0.00 | 0.00 / 0.00 | 4.17 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 4.17 / 0.00 | 4.17 / 0.00 | 0.00 / 0.00 |
| New Haven | 0.00 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 4.17 / 0.00 | 5.42 / 2.71 |
| Kigali | 2.71 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 0.00 / 0.00 | 2.71 / 0.00 | 4.17 / 0.00 | 0.00 / 0.00 |

These are **score contributions**, not raw T/A coefficients. Refer to domain-decision CSV for raw T/A, coverage c and pattern IDs.

## Fourteen operating-city consolidated scorecard

| City | Type | Autonomy | Classification | Edition |
|---|---:|---:|---|---|
| Moscow | 37.29 | 17.92 | 2B | 2026-10-10-closed-reassessment-v1 |
| New York City | 35.63 | 10.83 | 2B | 2026-10-10-closed-reassessment-v1 |
| Singapore | 31.88 | 12.50 | 2B | 2026-10-10-closed-reassessment-v1 |
| Dubai | 26.25 | 16.46 | 2C | 2026-10-10-final-best-evidence-v1 |
| Helsinki | 23.54 | 8.33 | 2B | 2026-10-10-final-best-evidence-v1 |
| London | 22.08 | 12.50 | 2B | 2026-10-10-final-best-evidence-v1 |
| Barcelona | 20.42 | 8.13 | 2B | 2026-10-10-closed-reassessment-v1 |
| Seoul | 19.17 | 12.29 | 2B | 2026-10-10-final-best-evidence-v1 |
| Shanghai | 17.92 | 11.04 | 2B | 2026-10-10-final-best-evidence-v1 |
| Cape Town | 15.21 | 0.00 | 1? | 2026-10-10-closed-reassessment-v1 |
| Tokyo | 13.75 | 9.58 | 2B | 2026-10-10-final-best-evidence-v1 |
| Amsterdam | 13.54 | 5.42 | 2B | 2026-10-10-final-best-evidence-v1 |
| Kigali | 9.58 | 0.00 | 1? | 2026-10-10-closed-reassessment-v1 |
| New Haven | 9.58 | 2.71 | 1B | 2026-10-10-closed-reassessment-v1 |

**NEOM / The Line:** `3D*` remains **planned aspirational reference**, without operating scores, and is intentionally not included as a fifteenth operating city.

## Scope, independent research and source accounting

The original 68-pattern register and 2026-10-10 research decision matrices were used as an initial corpus. A targeted new public-source search examined the overlooked Water, Energy, Safety, Environment, Transit and Healthcare cases. Full SCD Admin URL exports were **not provided**; the registered number of sources is not a count of all discoverable internet documents.

| City | Distinct URL registered | Opened originals now | Search excerpts only | Attempted inaccessible | Carried old register | Accepted now | Rejected now | Distinct publishers |
|---|---:|---:|---:|---:|---:|---:|---:|---:|
| Singapore | 14 | 4 | 1 | 0 | 10 | 4 | 1 | 10 |
| Moscow | 14 | 2 | 3 | 0 | 10 | 4 | 1 | 14 |
| New York City | 13 | 3 | 1 | 0 | 9 | 3 | 1 | 10 |
| Barcelona | 10 | 3 | 2 | 0 | 6 | 3 | 2 | 8 |
| Cape Town | 10 | 0 | 1 | 4 | 5 | 3 | 2 | 3 |
| New Haven | 8 | 2 | 1 | 1 | 5 | 2 | 1 | 3 |
| Kigali | 8 | 2 | 2 | 0 | 4 | 1 | 1 | 7 |

**Terminology:** `examined_original` means the original page or PDF was opened in this pass. `search_excerpt_only` is not original examination. `inaccessible_attempted_search_excerpt` means original opening was attempted unsuccessfully, but search excerpts could still inform a *caveated best-evidence inference*. `historical_register_only_not_reopened` is older research, not new examination. Prior review states and duplicate URLs are preserved in the source register; publisher counts refer to the registered source corpus, not validated independence of each claim.

## Excluded or limited evidence

- Singapore national VPP sandbox is a pilot, not operating-scale independent grid energy dispatch.
- Moscow electric AI optimizer developed at MIPT is a research announcement, not validated municipal operating service.
- New York City distribution-protection and remote shutdown do not automatically establish adaptive autonomous grid reconfiguration.
- Barcelona digital twin prototypes and RESSONA implementation projects are not promoted to automatic water operation without evidence.
- Cape Town full future smart-meter rollout is not counted as already installed; 2018–2021 pressure-network counts carry a present-operation assumption.
- New Haven planned signals and proposed AI innovation projects do not earn operating credit.
- Kigali WASAC 200-tap prepaid pilot is not counted as citywide utility Level C.

## Closing and editorial policy

This dated best-evidence edition is closed for research purposes. New evidence can trigger a new version with changes explained in a score-delta log. Neither these results nor the accompanying 14-city table are proof that the operator production site has adopted them, and **no production publication package has been authorized**. Store both raw numeric scores, per-domain evidence and the historical version.

Download published research edition (JSON) · Methodology

Technology record

City online GIS, land/property servicesYale New Haven Health eCART AI clinical deterioration prediction operational since January 2024 in seven hospitals including principal in-city hospital; human staff make treatment decisions.Yale-New Haven system MyChart electronic patient services

Sources (9)

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