StarIntel GPT Auto Dig
← Flock Safety

Investigate Willoughby Hills Police Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Willoughby Hills Police Department in Willoughby Hills, Lake County, Ohio.

Metadata

StarIntel IDstarintel:investigation-target:aos010022: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

"Willoughby 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 Willoughby Hills Police Department, and what sharing relationships exist?

Scope Type

locality

Score
0.72
Seed Ids
  • starintel:investigation-target:flock-state:oh

  • starintel:org:flock-safety

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

Selection Reason
  • The Willoughby Hills Police Department began using Flock Safety automated license plate readers in 2021.

Status

queued

Target

Willoughby 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-oh

Recursion Depth
2
Research Status

queued

Root Target Id

starintel:investigation-target:flock-national

Selected From
  • starintel:investigation-target:flock-state:oh

Geospatial

City

Willoughby Hills

Country

United States

Country Code

US

County

Lake County

Jurisdiction

Willoughby Hills, Lake County, Ohio

State

Ohio

Extensions

Starintel.Atlas Seed
Agency

Willoughby Hills Police Department

Aos Number

AOS010022

Atlas Summary

The Willoughby Hills Police Department began using Flock Safety automated license plate readers in 2021.

City

Willoughby Hills

County

Lake County

Ori9

OH0431300ALPR

State Code

OH

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos010022: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": "\"Willoughby 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 Willoughby Hills Police Department, and what sharing relationships exist?",
    "scope_type": "locality",
    "score": 0.72,
    "seed_ids": [
      "starintel:investigation-target:flock-state:oh",
      "starintel:org:flock-safety",
      "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
    ],
    "selection_reason": [
      "The Willoughby Hills Police Department began using Flock Safety automated license plate readers in 2021."
    ],
    "status": "queued",
    "target": "Willoughby 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": "Willoughby Hills Police Department",
      "aos_number": "AOS010022",
      "atlas_summary": "The Willoughby Hills Police Department began using Flock Safety automated license plate readers in 2021.",
      "city": "Willoughby Hills",
      "county": "Lake County",
      "ori9": "OH0431300ALPR",
      "state_code": "OH"
    }
  },
  "geospatial": {
    "city": "Willoughby Hills",
    "country": "United States",
    "country_code": "US",
    "county": "Lake County",
    "jurisdiction": "Willoughby Hills, Lake County, Ohio",
    "state": "Ohio"
  },
  "handling": {
    "pii": false,
    "sensitive": false,
    "visibility": "public"
  },
  "related_ids": [
    "starintel:investigation-target:flock-state:oh",
    "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": "New Herald",
      "title": "New Herald",
      "uri": "https://www.news-herald.com/2021/11/18/willoughby-hills-goes-live-with-flock-safety-cameras/",
      "url": "https://www.news-herald.com/2021/11/18/willoughby-hills-goes-live-with-flock-safety-cameras/"
    }
  ],
  "summary": "Locality recursion target for Willoughby Hills Police Department in Willoughby Hills, Lake County, Ohio.",
  "title": "Investigate Willoughby Hills Police Department Flock implementation",
  "verification": {
    "status": "atlas-indexed-lead",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 3,
    "priority": 0.72,
    "queue": "flock-locality-oh",
    "recursion_depth": 2,
    "research_status": "queued",
    "root_target_id": "starintel:investigation-target:flock-national",
    "selected_from": [
      "starintel:investigation-target:flock-state:oh"
    ]
  }
}