StarIntel GPT Auto Dig
← Flock Safety

Investigate Coldwater Police Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Coldwater Police Department in Coldwater, Branch County, Michigan.

Metadata

StarIntel IDstarintel:investigation-target:aos011657:locality
Datasetflock-safety-national-state-locality-seed-2026-07-25
Schema0.9.0
Version1
Updated2026-07-25T17:58:54-04:00

Type-specific 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

"Coldwater Police Department" "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 Coldwater Police Department, 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 Coldwater Police Department installed four Flock Safety automated license plate readers in 2023.

Status

queued

Target

Coldwater Police Department Flock Safety implementation

Target Type

local-government-or-law-enforcement-implementation

Assessment

Confidence
0.82
Priority
0.72

Verification

Status

atlas-indexed-lead

Verified
False

Handling

Pii
False
Sensitive
False
Visibility

public

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

Geospatial

City

Coldwater

Country

United States

Country Code

US

County

Branch County

Jurisdiction

Coldwater, Branch County, Michigan

State

Michigan

Extensions

Starintel.Atlas Seed
Agency

Coldwater Police Department

Aos Number

AOS011657

Atlas Summary

The Coldwater Police Department installed four Flock Safety automated license plate readers in 2023.

City

Coldwater

County

Branch County

Ori9

MI1232200ALPR

State Code

MI

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos011657: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": "\"Coldwater Police Department\" \"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 Coldwater Police Department, 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 Coldwater Police Department installed four Flock Safety automated license plate readers in 2023."
    ],
    "status": "queued",
    "target": "Coldwater Police Department 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": "Coldwater Police Department",
      "aos_number": "AOS011657",
      "atlas_summary": "The Coldwater Police Department installed four Flock Safety automated license plate readers in 2023.",
      "city": "Coldwater",
      "county": "Branch County",
      "ori9": "MI1232200ALPR",
      "state_code": "MI"
    }
  },
  "geospatial": {
    "city": "Coldwater",
    "country": "United States",
    "country_code": "US",
    "county": "Branch County",
    "jurisdiction": "Coldwater, Branch 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": "Coldwater Daily Reporter",
      "title": "Coldwater Daily Reporter",
      "uri": "https://news.yahoo.com/coldwater-leases-police-license-plate-151631953.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAHnhu0kPa9gwZ8D6KqAg8HGPfOPSqhUHuoH_DWMZl6vrTOT-I1O10GgRbvCF5ak3TsaRUriooeX-CKIBIlzXY2UxvW4u0bycZAx_wVZlawVftUzSdVYNB1VWaorYIXP2Ql51KKAIz5G5CJj2lhoqU6mlyeJ9sCG3tR40bwjmZfmW",
      "url": "https://news.yahoo.com/coldwater-leases-police-license-plate-151631953.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAHnhu0kPa9gwZ8D6KqAg8HGPfOPSqhUHuoH_DWMZl6vrTOT-I1O10GgRbvCF5ak3TsaRUriooeX-CKIBIlzXY2UxvW4u0bycZAx_wVZlawVftUzSdVYNB1VWaorYIXP2Ql51KKAIz5G5CJj2lhoqU6mlyeJ9sCG3tR40bwjmZfmW"
    }
  ],
  "summary": "Locality recursion target for Coldwater Police Department in Coldwater, Branch County, Michigan.",
  "title": "Investigate Coldwater Police Department 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"
    ]
  }
}