StarIntel GPT Auto Dig
← Flock Safety

Investigate Grand Beach/Michiana Police Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Grand Beach/Michiana Police Department in Grand Beach, Berrien County, Michigan.

Metadata

StarIntel IDstarintel:investigation-target:aos017151: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
0.728
Query

"Grand Beach/Michiana 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 Grand Beach/Michiana Police Department, and what sharing relationships exist?

Scope Type

locality

Score
0.728
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 Grand Beach/Michiana Police Department operates four Flock Safety automated license plate readers as of September 2025.

Status

queued

Target

Grand Beach/Michiana Police Department Flock Safety implementation

Target Type

local-government-or-law-enforcement-implementation

Assessment

Confidence
0.82
Priority
0.728

Verification

Status

atlas-indexed-lead

Verified
False

Handling

Pii
False
Sensitive
False
Visibility

public

Workflow

Max Depth
3
Priority
0.728
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

Grand Beach

Country

United States

Country Code

US

County

Berrien County

Jurisdiction

Grand Beach, Berrien County, Michigan

State

Michigan

Extensions

Starintel.Atlas Seed
Agency

Grand Beach/Michiana Police Department

Aos Number

AOS017151

Atlas Summary

The Grand Beach/Michiana Police Department operates four Flock Safety automated license plate readers as of September 2025.

City

Grand Beach

County

Berrien County

Ori9

MI1143000ALPR

Reported Camera Count
4
State Code

MI

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos017151:locality",
  "assessment": {
    "confidence": 0.82,
    "priority": 0.728
  },
  "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": 0.728,
    "query": "\"Grand Beach/Michiana 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 Grand Beach/Michiana Police Department, and what sharing relationships exist?",
    "scope_type": "locality",
    "score": 0.728,
    "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 Grand Beach/Michiana Police Department operates four Flock Safety automated license plate readers as of September 2025."
    ],
    "status": "queued",
    "target": "Grand Beach/Michiana 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": "Grand Beach/Michiana Police Department",
      "aos_number": "AOS017151",
      "atlas_summary": "The Grand Beach/Michiana Police Department operates four Flock Safety automated license plate readers as of September 2025.",
      "city": "Grand Beach",
      "county": "Berrien County",
      "ori9": "MI1143000ALPR",
      "reported_camera_count": 4,
      "state_code": "MI"
    }
  },
  "geospatial": {
    "city": "Grand Beach",
    "country": "United States",
    "country_code": "US",
    "county": "Berrien County",
    "jurisdiction": "Grand Beach, Berrien 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": "Pittsboro Police Department",
      "title": "Pittsboro Police Department",
      "uri": "https://www.documentcloud.org/documents/26182924-pittsboro-police-department-flock-safety-shared-devices-list/",
      "url": "https://www.documentcloud.org/documents/26182924-pittsboro-police-department-flock-safety-shared-devices-list/"
    }
  ],
  "summary": "Locality recursion target for Grand Beach/Michiana Police Department in Grand Beach, Berrien County, Michigan.",
  "title": "Investigate Grand Beach/Michiana Police Department Flock implementation",
  "verification": {
    "status": "atlas-indexed-lead",
    "verified": false
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  "version": 1,
  "workflow": {
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    "recursion_depth": 2,
    "research_status": "queued",
    "root_target_id": "starintel:investigation-target:flock-national",
    "selected_from": [
      "starintel:investigation-target:flock-state:mi"
    ]
  }
}