StarIntel GPT Auto Dig
← Flock Safety

Investigate Lake Forest Police Department Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Lake Forest Police Department in Lake Forest, Orange County, California.

Metadata

StarIntel IDstarintel:investigation-target:aos008011: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
0.74
Query

"Lake Forest 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 Lake Forest Police Department, and what sharing relationships exist?

Scope Type

locality

Score
0.74
Seed Ids
  • starintel:investigation-target:flock-state:ca

  • starintel:org:flock-safety

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

Selection Reason
  • The Lake Forest Police Department purchased 10 Flock Safety automated license plate readers in 2020.

Status

queued

Target

Lake Forest Police Department Flock Safety implementation

Target Type

local-government-or-law-enforcement-implementation

Assessment

Confidence
0.82
Priority
0.74

Verification

Status

atlas-indexed-lead

Verified
False

Handling

Pii
False
Sensitive
False
Visibility

public

Workflow

Max Depth
3
Priority
0.74
Queue

flock-locality-ca

Recursion Depth
2
Research Status

queued

Root Target Id

starintel:investigation-target:flock-national

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

Geospatial

City

Lake Forest

Country

United States

Country Code

US

County

Orange County

Jurisdiction

Lake Forest, Orange County, California

State

California

Extensions

Starintel.Atlas Seed
Agency

Lake Forest Police Department

Aos Number

AOS008011

Atlas Summary

The Lake Forest Police Department purchased 10 Flock Safety automated license plate readers in 2020.

City

Lake Forest

County

Orange County

Ori9

XX0000832ALPR

Reported Camera Count
10
State Code

CA

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos008011:locality",
  "assessment": {
    "confidence": 0.82,
    "priority": 0.74
  },
  "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": 0.74,
    "query": "\"Lake Forest 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 Lake Forest Police Department, and what sharing relationships exist?",
    "scope_type": "locality",
    "score": 0.74,
    "seed_ids": [
      "starintel:investigation-target:flock-state:ca",
      "starintel:org:flock-safety",
      "starintel:source:atlas-of-surveillance-alpr-export-2026-07-25"
    ],
    "selection_reason": [
      "The Lake Forest Police Department purchased 10 Flock Safety automated license plate readers in 2020."
    ],
    "status": "queued",
    "target": "Lake Forest 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": "Lake Forest Police Department",
      "aos_number": "AOS008011",
      "atlas_summary": "The Lake Forest Police Department purchased 10 Flock Safety automated license plate readers in 2020.",
      "city": "Lake Forest",
      "county": "Orange County",
      "ori9": "XX0000832ALPR",
      "reported_camera_count": 10,
      "state_code": "CA"
    }
  },
  "geospatial": {
    "city": "Lake Forest",
    "country": "United States",
    "country_code": "US",
    "county": "Orange County",
    "jurisdiction": "Lake Forest, Orange County, California",
    "state": "California"
  },
  "handling": {
    "pii": false,
    "sensitive": false,
    "visibility": "public"
  },
  "related_ids": [
    "starintel:investigation-target:flock-state:ca",
    "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": "City of Lake Forest",
      "title": "City of Lake Forest",
      "uri": "https://lakeforest.primegov.com/meeting/document/956.pdf?name=City%20Council%20Staff%20Report",
      "url": "https://lakeforest.primegov.com/meeting/document/956.pdf?name=City%20Council%20Staff%20Report"
    }
  ],
  "summary": "Locality recursion target for Lake Forest Police Department in Lake Forest, Orange County, California.",
  "title": "Investigate Lake Forest Police Department Flock implementation",
  "verification": {
    "status": "atlas-indexed-lead",
    "verified": false
  },
  "version": 1,
  "workflow": {
    "max_depth": 3,
    "priority": 0.74,
    "queue": "flock-locality-ca",
    "recursion_depth": 2,
    "research_status": "queued",
    "root_target_id": "starintel:investigation-target:flock-national",
    "selected_from": [
      "starintel:investigation-target:flock-state:ca"
    ]
  }
}