Investigate Kalamazoo Department of Public Safety Flock implementation

{
  "_id": "starintel:investigation-target:aos015672:locality",
  "assessment": {
    "confidence": 0.82,
    "priority": 0.72
  },
  "data": {
    "actor": "starintel-auto-dig",
    "breadth": 10,
    "depth": 2,
    "max_depth": 3,
    "objectives": [
      "Find contracts, purchase orders, grants, renewals, prices, and resellers",
      "Identify officials, administrators, records staff, vendor personnel, and lobbyists",
      "Obtain policy, retention, sharing, user rosters, audits, misuse investigations, and termination records"
    ],
    "priority": 0.72,
    "query": "\"Kalamazoo Department of Public Safety\" \"Flock Safety\" contract purchase council policy audit lobbyist",
    "required_dtypes": [
      "org",
      "person",
      "relation",
      "contract",
      "procurement",
      "lobbying-filing",
      "policy",
      "event",
      "analysis",
      "investigation-target"
    ],
    "research_question": "Who implemented, funded, approved, administered, audited, renewed, opposed, or terminated Flock Safety at Kalamazoo Department of Public Safety, and what sharing relationships exist?",
    "scope_type": "locality",
    "score": 0.72,
    "seed_ids": [
      "starintel:investigation-target:flock-state:mi",
      "starintel:org:flock-safety",
      "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
    ],
    "selection_reason": [
      "The Kalamazoo Department of Public Safety has Flock Safety automated license plate readers."
    ],
    "status": "queued",
    "target": "Kalamazoo Department of Public Safety Flock Safety implementation",
    "target_type": "local-government-or-law-enforcement-implementation"
  },
  "dataset": "flock-safety-national-state-locality-seed-2026-07-25",
  "date_added": "2026-07-25T17:58:54-04:00",
  "date_updated": "2026-07-25T17:58:54-04:00",
  "dtype": "investigation-target",
  "evidence": [],
  "extensions": {
    "starintel.atlas_seed": {
      "agency": "Kalamazoo Department of Public Safety",
      "aos_number": "AOS015672",
      "atlas_summary": "The Kalamazoo Department of Public Safety has Flock Safety automated license plate readers.",
      "city": "Kalamazoo",
      "county": "Kalamazoo County",
      "ori9": "MI3949900ALPR",
      "state_code": "MI"
    }
  },
  "geospatial": {
    "city": "Kalamazoo",
    "country": "United States",
    "country_code": "US",
    "county": "Kalamazoo County",
    "jurisdiction": "Kalamazoo, Kalamazoo County, Michigan",
    "state": "Michigan"
  },
  "handling": {
    "pii": false,
    "sensitive": false,
    "visibility": "public"
  },
  "related_ids": [
    "starintel:investigation-target:flock-state:mi",
    "starintel:org:flock-safety",
    "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
  ],
  "schema_version": "0.9.0",
  "sources": [
    {
      "kind": "web",
      "name": "Atlas of Surveillance ALPR search",
      "publisher": "Electronic Frontier Foundation",
      "title": "Atlas of Surveillance ALPR search",
      "uri": "https://www.atlasofsurveillance.org/search?sort=state_asc&technologies=automated-license-plate-readers",
      "url": "https://www.atlasofsurveillance.org/search?sort=state_asc&technologies=automated-license-plate-readers"
    },
    {
      "kind": "web",
      "name": "Fox 17",
      "title": "Fox 17",
      "uri": "https://www.fox17online.com/news/local-news/license-plate-cameras-in-west-michigan-raise-privacy-and-immigration-concerns",
      "url": "https://www.fox17online.com/news/local-news/license-plate-cameras-in-west-michigan-raise-privacy-and-immigration-concerns"
    }
  ],
  "summary": "Locality recursion target for Kalamazoo Department of Public Safety in Kalamazoo, Kalamazoo County, Michigan.",
  "title": "Investigate Kalamazoo Department of Public Safety Flock implementation",
  "verification": {
    "status": "atlas-indexed-lead",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 3,
    "priority": 0.72,
    "queue": "flock-locality-mi",
    "recursion_depth": 2,
    "research_status": "queued",
    "root_target_id": "starintel:investigation-target:flock-national",
    "selected_from": [
      "starintel:investigation-target:flock-state:mi"
    ]
  }
}