StarIntel GPT Auto Dig
← Flock Safety

Investigate Macomb County Sheriff’s Office Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Macomb County Sheriff’s Office in Mount Clemens, Macomb County, Michigan.

Metadata

StarIntel IDstarintel:investigation-target:aos011801: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

"Macomb County Sheriff’s Office" "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 Macomb County Sheriff’s Office, 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 Macomb County Sheriff’s Office uses Flock Safety automated license plate readers.

Status

queued

Target

Macomb County Sheriff’s Office 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

Mount Clemens

Country

United States

Country Code

US

County

Macomb County

Jurisdiction

Mount Clemens, Macomb County, Michigan

State

Michigan

Extensions

Starintel.Atlas Seed
Agency

Macomb County Sheriff’s Office

Aos Number

AOS011801

Atlas Summary

The Macomb County Sheriff’s Office uses Flock Safety automated license plate readers.

City

Mount Clemens

County

Macomb County

Ori9

MI5015000ALPR

State Code

MI

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos011801: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": "\"Macomb County Sheriff’s Office\" \"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 Macomb County Sheriff’s Office, 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 Macomb County Sheriff’s Office uses Flock Safety automated license plate readers."
    ],
    "status": "queued",
    "target": "Macomb County Sheriff’s Office 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": "Macomb County Sheriff’s Office",
      "aos_number": "AOS011801",
      "atlas_summary": "The Macomb County Sheriff’s Office uses Flock Safety automated license plate readers.",
      "city": "Mount Clemens",
      "county": "Macomb County",
      "ori9": "MI5015000ALPR",
      "state_code": "MI"
    }
  },
  "geospatial": {
    "city": "Mount Clemens",
    "country": "United States",
    "country_code": "US",
    "county": "Macomb County",
    "jurisdiction": "Mount Clemens, Macomb 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": "Royal Oak Police Department Memo",
      "title": "Royal Oak Police Department Memo",
      "uri": "https://www.romi.gov/DocumentCenter/View/36900/Flock-License-Recognition-Cameras-October-09-2023",
      "url": "https://www.romi.gov/DocumentCenter/View/36900/Flock-License-Recognition-Cameras-October-09-2023"
    }
  ],
  "summary": "Locality recursion target for Macomb County Sheriff’s Office in Mount Clemens, Macomb County, Michigan.",
  "title": "Investigate Macomb County Sheriff’s Office 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"
    ]
  }
}