Agency dossier · DOI
Department of the Interior
247 reported use cases, 6.8% of all federal records. Rank reflects what was reported, not performance.
#6by records#6by deployed#15by high-impact#11by completenessof 41 agencies
Disclosure completeness90%Mean of 12 core fields
Technology portfolio
Click a segment for recordsMission mix
Topic area as reportedLifecycle
247 recordsWithin each stageHigh-impact · Gen./agentic
Pre-deployment0%10%
Pilot0%10%
Deployed0%3%
Retired0%0%
Lifecycle timeline
By agency-reported start yearGenerative or agenticOther or unclassified129 of 247 records report a parseable start date
Position against all agencies
This agency vs the federal inventoryDeployed share16%vs 29%
High-impact share0%vs 12%
Generative or agentic9%vs 27%
Sourcing reported60%vs 44%
In-house development54%vs 28%
Disclosure completeness90%vs 67%
Cyan: DOI. Ring: all 3,611 records. Differences describe reporting, not quality.
Governance evidence
0 high-impact use cases · share reported in placeThis agency designated no use cases as high-impact, so the minimum-practice questions did not apply. 37 records answered practice questions anyway.
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 60%- Automated Walrus Haulout Monitoring [2024 INV#WO0000000110052]DeployedDOI-0247 · Classical / predictive ML · Science · USGS
- PAWSC Ecotoxicology PFAS Machine Learning [2024 INV#WO0000000112908]DeployedDOI-0238 · Classical / predictive ML · Science · USGS
- Delineating sub-surface drainage using satellite imagery [2024 INV#WO0000000109525]DeployedDOI-0230 · Classical / predictive ML · Science · USGS
- Oil Spill Response for Ice-Covered Rivers [2024 INV#WO0000000109142]DeployedDOI-0208 · Classical / predictive ML · Science · USGS
- Pacific Northwest Stream Flow Permanence [2024 INV#WO0000000109137]DeployedDOI-0207 · Classical / predictive ML · Science · USGS
- Climate Futures for Lizards and Snakes in Western North America [2024 INV#WO0000000109092]DeployedDOI-0201 · Classical / predictive ML · Science · USGS
- Office of Grants Management (PGM) Grants Utility ToolDeployedDOI-0180 · Agentic AI · Procurement and Financial Management · OS
- Using Machine Learning in USGS StreamStats to make suspended sediment and bedload predictions [2024 INV#WO0000000107977]DeployedDOI-0176 · Classical / predictive ML · Science · USGS
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
95% vs 83%
AI classification
95% vs 82%
Problem
94% vs 84%
Benefits
95% vs 82%
Outputs
95% vs 79%
Sourcing
60% vs 44%
Start date
52% vs 39%
ATO
100% vs 43%
PII
100% vs 42%
Custom code
100% vs 47%
Bar: this agency. White tick: all agencies. A gap is a reporting gap, not a finding about the systems.