StarIntel GPT Auto Dig
← Flock Safety

Investigate Hamilton County Sheriff's Office Flock implementation

investigation-targetatlas-indexed-leadconfidence 0.82schema 0.9.0

Locality recursion target for Hamilton County Sheriff's Office in Cincinnati, Hamilton County, Ohio.

Metadata

StarIntel IDstarintel:investigation-target:aos013663: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

"Hamilton 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 Hamilton County Sheriff's Office, 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
  • As of April 2024, the Hamilton County Sheriff's Office operates Flock Safety automated license plate readers. The agency stores ALPR data for 30 days.

Status

queued

Target

Hamilton 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-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

Cincinnati

Country

United States

Country Code

US

County

Hamilton County

Jurisdiction

Cincinnati, Hamilton County, Ohio

State

Ohio

Extensions

Starintel.Atlas Seed
Agency

Hamilton County Sheriff's Office

Aos Number

AOS013663

Atlas Summary

As of April 2024, the Hamilton County Sheriff's Office operates Flock Safety automated license plate readers. The agency stores ALPR data for 30 days.

City

Cincinnati

County

Hamilton County

Ori9

OH0310000ALPR

State Code

OH

Related records

Sources

Generated Org node

Download Org source
Raw JSON
{
  "_id": "starintel:investigation-target:aos013663: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": "\"Hamilton 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 Hamilton County Sheriff's Office, 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": [
      "As of April 2024, the Hamilton County Sheriff's Office operates Flock Safety automated license plate readers. The agency stores ALPR data for 30 days."
    ],
    "status": "queued",
    "target": "Hamilton 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": "Hamilton County Sheriff's Office",
      "aos_number": "AOS013663",
      "atlas_summary": "As of April 2024, the Hamilton County Sheriff's Office operates Flock Safety automated license plate readers. The agency stores ALPR data for 30 days.",
      "city": "Cincinnati",
      "county": "Hamilton County",
      "ori9": "OH0310000ALPR",
      "state_code": "OH"
    }
  },
  "geospatial": {
    "city": "Cincinnati",
    "country": "United States",
    "country_code": "US",
    "county": "Hamilton County",
    "jurisdiction": "Cincinnati, Hamilton 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": "Flock Safety",
      "title": "Flock Safety",
      "uri": "https://transparency.flocksafety.com/hamilton-county-oh-so",
      "url": "https://transparency.flocksafety.com/hamilton-county-oh-so"
    }
  ],
  "summary": "Locality recursion target for Hamilton County Sheriff's Office in Cincinnati, Hamilton County, Ohio.",
  "title": "Investigate Hamilton 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-oh",
    "recursion_depth": 2,
    "research_status": "queued",
    "root_target_id": "starintel:investigation-target:flock-national",
    "selected_from": [
      "starintel:investigation-target:flock-state:oh"
    ]
  }
}