The Industrial Printing Press for Grounded AI Context.
We transform messy, opaque government expenditure data into high-signal, "Wikipedia-style" Markdown books optimized for LLM RAG (Retrieval-Augmented Generation).
Explore our federated library of expenditure ledgers. Each shard is a self-contained monthly snapshot of a local authority's financial pulse.
| Shard Registry | Region | Data Type | Status |
|---|---|---|---|
| [archive-cambs-council ↗] | Cambridgeshire | Expenses Ledger | 🟢 DAILY_DELTA |
| [archive-suffolk-council ↗] | Suffolk | Expenses Ledger | 🟡 STATIC_SNAPSHOT |
- Token ROI: Our "shredding" process reduces raw data noise by up to 94%, ensuring your LLM agents stay within context limits.
- Forensic Grounding: Every book is "Stitched" with calculated insights like Market Penetration, Supplier Churn, and Whale Detection.
- Verified Provenance: All shards are GPG-signed and protected via the Foundry Printing Press.
📅 Looking for Real-Time Data? Sponsor ApiCrumbs to fuel real-time "Daily Delta" updates for your specific region.