Package contents
2025 U.S. Federal AI Use Case Inventory — Normalized Agency, Risk, and High-Impact AI Packet
Primary data (1)
The packet's main deliverable — the row-level dataset or canonical text the listing is built around.
| File | Role | Format | Size | Content hash |
|---|---|---|---|---|
| ai_use_cases_2025_normalized.jsonl | Primary | JSONL | 6.3 MB | 4d7c71e2…0369 |
Source documents (12)
The underlying source-of-truth documents the primary data is derived from or that buyers may need to consult.
| File | Role | Format | Size | Content hash |
|---|---|---|---|---|
| source_url_fetch_report.csv | Evidence | CSV | 19.7 KB | c132f9ab…3b49 |
| source_url_reconciliation.json | Evidence | JSON | 1.5 KB | 104c40f1…2437 |
| source_column_coverage.csv | Evidence | CSV | 19.8 KB | e6f0749b…ad67 |
| development_stage_missingness.csv | Evidence | CSV | 67.0 KB | 167073d9…6b7c |
| vendor_mentions_candidates.csv | Evidence | CSV | 119.6 KB | f478ef5f…61de |
| vendor_mentions_raw.csv | Evidence | CSV | 486.4 KB | 03a4fe47…56fd |
| duplicate_analysis.json | Evidence | JSON | 12.6 KB | 81db9220…fa9b |
| quality_summary.json | Evidence | JSON | 13.1 KB | 46e7f852…63f8 |
| quality_report.md | Evidence | TEXT | 23.3 KB | 221e9e64…730e |
| external_retrieval_status.md | Evidence | TEXT | 5.6 KB | 2903f980…4b09 |
| original_file_manifest.csv | Evidence | CSV | 14.6 KB | a24cf052…19a2 |
| transformation_log.md | Evidence | TEXT | 26.1 KB | d1db965b…b2fc |
Manifest and delivery metadata (3)
Machine-readable manifest, packet metadata, and bundle structure descriptors.
| File | Role | Format | Size | Content hash |
|---|---|---|---|---|
| manifest.json | Manifest | JSON | 7.4 KB | 21fdd5d0…0add |
| listing_metadata.json | Manifest | JSON | 7.4 KB | 86ad4668…1f85 |
| packet_metadata.json | Manifest | JSON | 8.0 KB | e35a9797…e79c |
Supporting source and reference files (21)
Source documents, reference materials, and supplementary files that ship alongside the primary data.
| File | Role | Format | Size | Content hash |
|---|---|---|---|---|
| ai_use_cases_2025_normalized.csv | Supporting | CSV | 3.2 MB | 7a3b3511…0ecd |
| ai_use_cases_2025_high_impact.csv | Supporting | CSV | 467.0 KB | 68dac38e…5be6 |
| ai_use_cases_2025_high_impact.jsonl | Supporting | JSONL | 862.1 KB | 5170a6a9…b17e |
| cots_ai_use_cases_2025_normalized.csv | Supporting | CSV | 124.3 KB | da72930e…e184 |
| cots_ai_use_cases_2025_normalized.jsonl | Supporting | JSONL | 271.7 KB | 7d7f2883…68be |
| agency_summary.csv | Supporting | CSV | 20.4 KB | 77c2f3dd…61ef |
| agency_summary.jsonl | Supporting | JSONL | 79.4 KB | 48fe3c7a…148f |
| agency_crosswalk.csv | Supporting | CSV | 20.9 KB | b321ea13…b18b |
| source_index.csv | Supporting | CSV | 24.2 KB | 9173b7f8…702f |
| source_index.jsonl | Supporting | JSONL | 42.7 KB | e67e4a8f…1c74 |
| CHANGELOG.md | Supporting | TEXT | 24.1 KB | 4fd3c340…0390 |
| known_limitations.md | Supporting | TEXT | 11.9 KB | 45f588ce…c1ba |
| data_dictionary.json | Supporting | JSON | 44.2 KB | 4f968be4…438d |
| data_dictionary.md | Supporting | TEXT | 29.0 KB | 3b912a50…9af5 |
| normalized_schema.json | Supporting | JSON | 13.8 KB | 7233831e…dab3 |
| agency_summary.schema.json | Supporting | JSON | 5.5 KB | 2f12535f…c783 |
| ai_use_cases_2025_high_impact.schema.json | Supporting | JSON | 5.2 KB | e5a05147…f004 |
| ai_use_cases_2025_normalized.schema.json | Supporting | JSON | 5.3 KB | 5032dcad…92a7 |
| cots_ai_use_cases_2025_normalized.schema.json | Supporting | JSON | 1.3 KB | baedcc30…7a85 |
| README.md | Supporting | TEXT | 12.9 KB | b48e7fc0…3c21 |
| buyer_use_guide.md | Supporting | TEXT | 12.8 KB | 93302107…db56 |
Other included files (3)
Additional bundle files outside the primary categories.
| File | Role | Format | Size | Content hash |
|---|---|---|---|---|
| LICENSE.md | Legal notice | TEXT | 4.0 KB | b516eb5f…0759 |
| NOTICE.md | Legal notice | TEXT | 2.6 KB | ee66c5cb…c08b |
| rights_notes.md | Legal notice | TEXT | 6.1 KB | c8e93fb4…0a13 |
Technical
- listing_id: 5c1e61ac-f640-473b-8712-7ebab5a57c4e
- revision_id: 885eaca2-6520-409b-ac53-0e560bd5a269
- manifest_sha256: sha256:5f80492e0d9dd9046856b921311a0577de207cf8ceb3638427a259a0a3ad1425
- asset_count: 40
- total_bytes: 12919232
- frozen_at: 2026-05-06T14:32:47.897Z
For agents and API users
- Listing JSON (https://graunt.com/v1/listings/5c1e61ac-f640-473b-8712-7ebab5a57c4e)
- Manifest JSON (https://graunt.com/v1/listings/5c1e61ac-f640-473b-8712-7ebab5a57c4e/manifest)
- OpenAPI spec
- Agent guide (/api-agents)
- AI plugin manifest
- /llms.txt
Per-asset content hashes above are public; presigned download URLs are returned only to authenticated buyers through the entitlement delivery route.