
From inventory to insight
A concise reading of federal AI portfolios, deployment and the evidence agencies report.
Read the briefing3 agencies · 338 reported use cases · OMB 2025 Inventory. Portfolio size reflects reporting, not performance.
Conceptual agency landscape · positions do not represent deployment locations. Proximity does not imply a relationship.
0% generative or agentic. Each record carries one classification; not reported is shown hatched.
Impact and technology shares use each stage's records as the denominator.
From development and acquisition to retirement. Select a stage to explore its reported use cases.

A concise reading of federal AI portfolios, deployment and the evidence agencies report.
Read the briefingSourcing is reported for 0% of use cases. Where reported, n/a involve in-house development.
Understand the methodology →Start dates are agency-reported operational or pilot dates, not inventory submission dates. 2026 values are planned or early-year. Undated records are excluded from this chart only.
Each square is 1% of filtered records. Where reported, n/a involve in-house development.
High-impact is the agency's own classification, not an independent risk rating. No answer reported is missing evidence, not evidence that a practice is absent. n/a of high-impact records answer any practice question.