Your sources.
A World you can inspect.
Your sources become a versioned knowledge artifact, with the evidence still attached.
A Compiled World, drawn from the published sampleOpen the full World
12 of 6,310 objects drawn · 1,281 evidence regionssha256 aff67d5c6d0…
Compiled from Apple's public SEC filings, so every result can be re-derived. One issuer's clean, English-language filings at a single permission level show the mechanism; they are not a claim about a mixed internal corpus or a degraded scan. What this read recovers, and what it does not, is in the capability manifest.
Inspect the evidence
Follow a passage to its document, source version, page and region. The published sample lets you inspect those links yourself.
Operating expenses: Research and development 10,887 8,268 Selling, general and administrative 7,492 7,175 Total operating expenses 18,379 15,443
sha256:7fe26Extracted public sample. Context unresolved; no interpreted claim.Keep versions readable
Compare complete corpus snapshots, see the objects later filings reached, and keep candidate and active versions distinct. The recompilation contract records the current selective-rebuild boundary.
See versions and changesGive your AI the output
Read through HTTP API or MCP. Request a signed portable package when export checks pass, with retrieval material and source references still attached.
Connect your AIWhere TAVONEL fits in your stack
| Layer | Position | What that means here |
|---|---|---|
| Document parsing and OCR | Replaced | Reading is a compile step here: sanitize, read, keep the location and the uncertainty, and carry both into review. |
| Ingestion and cleanup scripts | Replaced | One compile over a collection, versioned, producing a candidate a person activates, with the revision it replaces still readable. |
| Enterprise search | Connects to | The package carries a retrieval-ready index, and the API and MCP are read-only. An existing search product keeps its index; what changes is that a result can name the source version behind it. |
| Ontology and knowledge platforms | Connects to | Turtle, JSON-LD and CSV leave in a signed package that a graph database or an ontology tool imports, so modelling and business rules stay in the tool your team already runs. |
| Agent and workflow orchestration | Connects to | The nine read-only MCP tools and an HTTP API let an agent read a World; the actions it takes stay in the orchestrator that took them. |