StarIntel GPT Auto Dig
← Flock Safety

Investigate Auburn Hills Police Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Auburn Hills Police Department in Auburn Hills, Oakland County, Michigan.

Metadata

StarIntel IDstarintel:investigation-target:aos011771: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

"Auburn Hills 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 Auburn Hills 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 Auburn Hills Police Department uses Flock Safety automated license plate readers, according to the Royal Oak Chief of Police.

Status

queued

Target

Auburn Hills 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

Auburn Hills

Country

United States

Country Code

US

County

Oakland County

Jurisdiction

Auburn Hills, Oakland County, Michigan

State

Michigan

Extensions

Starintel.Atlas Seed
Agency

Auburn Hills Police Department

Aos Number

AOS011771

Atlas Summary

The Auburn Hills Police Department uses Flock Safety automated license plate readers, according to the Royal Oak Chief of Police.

City

Auburn Hills

County

Oakland County

Ori9

MI6385100ALPR

State Code

MI

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos011771: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": "\"Auburn Hills 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 Auburn Hills 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 Auburn Hills Police Department uses Flock Safety automated license plate readers, according to the Royal Oak Chief of Police."
    ],
    "status": "queued",
    "target": "Auburn Hills 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": "Auburn Hills Police Department",
      "aos_number": "AOS011771",
      "atlas_summary": "The Auburn Hills Police Department uses Flock Safety automated license plate readers, according to the Royal Oak Chief of Police.",
      "city": "Auburn Hills",
      "county": "Oakland County",
      "ori9": "MI6385100ALPR",
      "state_code": "MI"
    }
  },
  "geospatial": {
    "city": "Auburn Hills",
    "country": "United States",
    "country_code": "US",
    "county": "Oakland County",
    "jurisdiction": "Auburn Hills, Oakland 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": "Oakland County Times",
      "title": "Oakland County Times",
      "uri": "https://oaklandcounty115.com/2023/07/24/after-year-of-trial-license-plate-recognition-cameras-auburn-hills-extends-flock-contract/",
      "url": "https://oaklandcounty115.com/2023/07/24/after-year-of-trial-license-plate-recognition-cameras-auburn-hills-extends-flock-contract/"
    }
  ],
  "summary": "Locality recursion target for Auburn Hills Police Department in Auburn Hills, Oakland County, Michigan.",
  "title": "Investigate Auburn Hills 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"
    ]
  }
}