StarIntel GPT Auto Dig
← Flock Safety

Investigate Muskegon Police Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Muskegon Police Department in Muskegon, Muskegon County, Michigan.

Metadata

StarIntel IDstarintel:investigation-target:aos011905: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
0.734
Query

"Muskegon 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 Muskegon Police Department, and what sharing relationships exist?

Scope Type

locality

Score
0.734
Seed Ids
  • starintel:investigation-target:flock-state:mi

  • starintel:org:flock-safety

  • starintel:source:atlas-of-surveillance-alpr-export-2026-07-25

Selection Reason
  • As of April 2024, the Muskegon Police Department operates seven Flock Safety automated license plate readers. The agency stores ALPR data for 30 days.

Status

queued

Target

Muskegon Police Department Flock Safety implementation

Target Type

local-government-or-law-enforcement-implementation

Assessment

Confidence
0.82
Priority
0.734

Verification

Status

atlas-indexed-lead

Verified
False

Handling

Pii
False
Sensitive
False
Visibility

public

Workflow

Max Depth
3
Priority
0.734
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

Muskegon

Country

United States

Country Code

US

County

Muskegon County

Jurisdiction

Muskegon, Muskegon County, Michigan

State

Michigan

Extensions

Starintel.Atlas Seed
Agency

Muskegon Police Department

Aos Number

AOS011905

Atlas Summary

As of April 2024, the Muskegon Police Department operates seven Flock Safety automated license plate readers. The agency stores ALPR data for 30 days.

City

Muskegon

County

Muskegon County

Ori9

MI6160300ALPR

Reported Camera Count
7
State Code

MI

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos011905:locality",
  "assessment": {
    "confidence": 0.82,
    "priority": 0.734
  },
  "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": 0.734,
    "query": "\"Muskegon 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 Muskegon Police Department, and what sharing relationships exist?",
    "scope_type": "locality",
    "score": 0.734,
    "seed_ids": [
      "starintel:investigation-target:flock-state:mi",
      "starintel:org:flock-safety",
      "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
    ],
    "selection_reason": [
      "As of April 2024, the Muskegon Police Department operates seven Flock Safety automated license plate readers. The agency stores ALPR data for 30 days."
    ],
    "status": "queued",
    "target": "Muskegon 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": "Muskegon Police Department",
      "aos_number": "AOS011905",
      "atlas_summary": "As of April 2024, the Muskegon Police Department operates seven Flock Safety automated license plate readers. The agency stores ALPR data for 30 days.",
      "city": "Muskegon",
      "county": "Muskegon County",
      "ori9": "MI6160300ALPR",
      "reported_camera_count": 7,
      "state_code": "MI"
    }
  },
  "geospatial": {
    "city": "Muskegon",
    "country": "United States",
    "country_code": "US",
    "county": "Muskegon County",
    "jurisdiction": "Muskegon, Muskegon 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": "Flock Safety",
      "title": "Flock Safety",
      "uri": "https://transparency.flocksafety.com/muskegon-mi-pd",
      "url": "https://transparency.flocksafety.com/muskegon-mi-pd"
    }
  ],
  "summary": "Locality recursion target for Muskegon Police Department in Muskegon, Muskegon County, Michigan.",
  "title": "Investigate Muskegon Police Department Flock implementation",
  "verification": {
    "status": "atlas-indexed-lead",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 3,
    "priority": 0.734,
    "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"
    ]
  }
}