Agency dossier · EPA
Environmental Protection Agency
29 reported use cases, 0.8% of all federal records. Rank reflects what was reported, not performance.
#22by records#20by deployed#10by high-impact#25by completenessof 41 agencies
Disclosure completeness68%Mean of 12 core fields
Technology portfolio
Click a segment for recordsMission mix
Topic area as reportedLifecycle
29 recordsWithin each stageHigh-impact · Gen./agentic
Pre-deployment11%11%
Pilot0%57%
Deployed14%0%
Retired0%0%
Lifecycle timeline
By agency-reported start yearGenerative or agenticOther or unclassified13 of 29 records report a parseable start date
Position against all agencies
This agency vs the federal inventoryDeployed share24%vs 29%
High-impact share7%vs 12%
Generative or agentic17%vs 27%
Sourcing reported45%vs 44%
In-house development45%vs 28%
Disclosure completeness68%vs 67%
Cyan: EPA. Ring: all 3,611 records. Differences describe reporting, not quality.
Governance evidence
2 high-impact use cases · share reported in placePre-deployment testing50%
AI impact assessment0%
Independent review0%
Ongoing monitoring50%
Operator training50%
Fail-safe0%
Appeal process0%
User and public consultation0%
Reported in placeReported in progressNot applicableNo 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 45%- RCRA PADeployed · High-impact78 · Classical / predictive ML · Law Enforcement · OECA
- FFEO TSCA investigation into privatized military housing property management companiesPre-deployment · High-impact43 · Classical / predictive ML · Law Enforcement · OECA
- Streamflow Duration Assessment ModelingDeployed25 · Classical / predictive ML · Science · OW
- Microsoft Power Automate (custom document processing model)Deployed35 · Classical / predictive ML · Administrative Functions · OFA
- Helpdesk chat assistant for common data system tasksDeployed39 · Classical / predictive ML · Information Technology · OFA
- Agency Records Management SystemDeployed73 · Classical / predictive ML · Service Delivery · OFA
- Living Literature Review: Semi-automated Literature ScreeningDeployed76 · Classical / predictive ML · Science · OAR
- Using machine learning methods to analyze drivers of water qualityDeployed77 · Classical / predictive ML · Energy and the Environment · AO
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
79% vs 83%
AI classification
79% vs 82%
Problem
79% vs 84%
Benefits
79% vs 82%
Outputs
79% vs 79%
Sourcing
45% vs 44%
Start date
45% vs 39%
ATO
45% vs 43%
PII
45% vs 42%
Custom code
45% vs 47%
Bar: this agency. White tick: all agencies. A gap is a reporting gap, not a finding about the systems.