StarIntel GPT Auto Dig
← Flock Safety

Investigate Gun Lake Tribal Public Safety Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Gun Lake Tribal Public Safety Department in Shelbyville, Allegan County, Michigan.

Metadata

StarIntel IDstarintel:investigation-target:aos015669: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

"Gun Lake Tribal Public Safety 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 Gun Lake Tribal Public Safety 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 Gun Lake Police Department has Flock Safety automated license plate readers.

Status

queued

Target

Gun Lake Tribal Public Safety 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

Shelbyville

Country

United States

Country Code

US

County

Allegan County

Jurisdiction

Shelbyville, Allegan County, Michigan

State

Michigan

Extensions

Starintel.Atlas Seed
Agency

Gun Lake Tribal Public Safety Department

Aos Number

AOS015669

Atlas Summary

The Gun Lake Police Department has Flock Safety automated license plate readers.

City

Shelbyville

County

Allegan County

Ori9

MIDI03000ALPR

State Code

MI

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos015669: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": "\"Gun Lake Tribal Public Safety 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 Gun Lake Tribal Public Safety 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 Gun Lake Police Department has Flock Safety automated license plate readers."
    ],
    "status": "queued",
    "target": "Gun Lake Tribal Public Safety 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": "Gun Lake Tribal Public Safety Department",
      "aos_number": "AOS015669",
      "atlas_summary": "The Gun Lake Police Department has Flock Safety automated license plate readers.",
      "city": "Shelbyville",
      "county": "Allegan County",
      "ori9": "MIDI03000ALPR",
      "state_code": "MI"
    }
  },
  "geospatial": {
    "city": "Shelbyville",
    "country": "United States",
    "country_code": "US",
    "county": "Allegan County",
    "jurisdiction": "Shelbyville, Allegan 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 Gun Lake Tribal Public Safety Department in Shelbyville, Allegan County, Michigan.",
  "title": "Investigate Gun Lake Tribal Public Safety 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"
    ]
  }
}