Agency dossier · DOL
Department of Labor
41 reported use cases, 1.1% of all federal records. Rank reflects what was reported, not performance.
#18by records#11by deployed#12by high-impact#23by completenessof 41 agencies
Disclosure completeness72%Mean of 12 core fields
Technology portfolio
Click a segment for recordsMission mix
Topic area as reportedLifecycle
41 recordsWithin each stageHigh-impact · Gen./agentic
Pre-deployment0%57%
Pilot0%0%
Deployed5%33%
Retired0%0%
Lifecycle timeline
By agency-reported start yearGenerative or agenticOther or unclassified24 of 41 records report a parseable start date
Position against all agencies
This agency vs the federal inventoryDeployed share51%vs 29%
High-impact share2%vs 12%
Generative or agentic27%vs 27%
Sourcing reported59%vs 44%
In-house development51%vs 28%
Disclosure completeness72%vs 67%
Cyan: DOL. Ring: all 3,611 records. Differences describe reporting, not quality.
Governance evidence
1 high-impact use cases · share reported in placePre-deployment testing100%
AI impact assessment100%
Independent review100%
Ongoing monitoring100%
Operator training0%
Fail-safe0%
Appeal process100%
User and public consultation0%
Reported in placeNot applicableOther or ambiguous answer
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 59%- PII RedactionDeployed · High-impactDOL-22 · Natural language processing · Cybersecurity · OSHA
- Audio TranscriptionDeployedDOL-03 · Generative AI · Other · OWCP||VETS||WHD
- HololensDeployedDOL-08 · Computer vision · Human Resources · OSHA
- Automatic Document ProcessingDeployedDOL-13 · Generative AI · Government Benefits Processing · OWCP
- Generative AI AssistantI ( AI Center)DeployedDOL-15 · Generative AI · Administrative Functions · OCIO
- OEWS Occupation AutocoderDeployedDOL-19 · Classical / predictive ML · Other · BLS
- Scanner Data Product ClassificationDeployedDOL-20 · Classical / predictive ML · Other · BLS
- Expenditure Classification AutocoderDeployedDOL-21 · Classical / predictive ML · Other · BLS
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
73% vs 83%
AI classification
73% vs 82%
Problem
73% vs 84%
Benefits
73% vs 82%
Outputs
73% vs 79%
Sourcing
59% vs 44%
Start date
59% vs 39%
ATO
59% vs 43%
PII
59% vs 42%
Custom code
61% vs 47%
Bar: this agency. White tick: all agencies. A gap is a reporting gap, not a finding about the systems.