Agency dossier · DHS
Department of Homeland Security
238 reported use cases, 6.6% of all federal records. Rank reflects what was reported, not performance.
#7by records#5by deployed#3by high-impact#21by completenessof 41 agencies
Disclosure completeness73%Mean of 12 core fields
Technology portfolio
Click a segment for recordsMission mix
Topic area as reportedLifecycle
238 recordsWithin each stageHigh-impact · Gen./agentic
Pre-deployment14%46%
Pilot13%50%
Deployed35%19%
Retired12%0%
Lifecycle timeline
By agency-reported start yearGenerative or agenticOther or unclassified118 of 238 records report a parseable start date
Position against all agencies
This agency vs the federal inventoryDeployed share46%vs 29%
High-impact share23%vs 12%
Generative or agentic27%vs 27%
Sourcing reported50%vs 44%
In-house development31%vs 28%
Disclosure completeness73%vs 67%
Cyan: DHS. Ring: all 3,611 records. Differences describe reporting, not quality.
Governance evidence
55 high-impact use cases · share reported in placePre-deployment testing58%
AI impact assessment47%
Independent review47%
Ongoing monitoring51%
Operator training51%
Fail-safe44%
Appeal process18%
User and public consultation33%
Reported in placeReported in progressNot applicablePrecluded by law or guidanceOther or ambiguous answerNo answer reported
No answer is missing evidence, not evidence that a safeguard is absent. Click a segment to open those records.
Sourcing and vendors
Sourcing reported for 50%- BabelDeployed · High-impactDHS-185 · Natural language processing · Law Enforcement · CBP
- Passive Body ScannerDeployed · High-impactDHS-2380 · Computer vision · Law Enforcement · CBP
- CBP TranslateDeployed · High-impactDHS-2388 · Natural language processing · Law Enforcement · CBP
- Passenger Security Assessment ModelDeployed · High-impactDHS-2389 · Classical / predictive ML · Law Enforcement · CBP
- Cargo Security Assessment ModelDeployed · High-impactDHS-2390 · Classical / predictive ML · Law Enforcement · CBP
- Illicit TradeDeployed · High-impactDHS-2391 · Classical / predictive ML · Law Enforcement · CBP
- Supervised Traveler Identity Verification Services (Officer Initiated)Deployed · High-impactDHS-2412 · Computer vision · Law Enforcement · CBP
- Semi-Supervised Traveler Identity Verification Services (Traveler Initiated)Deployed · High-impactDHS-2413 · Computer vision · Law Enforcement · CBP
Comparable portfolios
Most similar technology mixSimilarity is the cosine of each agency's AI-classification counts (unreported excluded); agencies with 10+ records. Click to compare side by side.
Operational functions
Keyword-derived tagsField completeness vs. all agencies
Share of records with the field filledStage
100% vs 91%
High-impact designation
100% vs 88%
Topic area
86% vs 83%
AI classification
86% vs 82%
Problem
86% vs 84%
Benefits
86% vs 82%
Outputs
86% vs 79%
Sourcing
50% vs 44%
Start date
50% vs 39%
ATO
50% vs 43%
PII
50% vs 42%
Custom code
50% vs 47%
Bar: this agency. White tick: all agencies. A gap is a reporting gap, not a finding about the systems.