Start with the work you need to do.

Five ways teams put the compiler to work. Choose the input you have and the output you need, then inspect the workflow, sample evidence and limits.

AI-ready knowledge

Reuse one collection across AI projects.

For: AI and platform engineers

Input
A document collection
Action
Compile and review once
Output
A portable World and retrieval projection
10-K · filed 2025-10-31, The region of page 4 this passage was read from
10-K · filed 2025-10-31 · page 4 of 80

Sample source · inspect the workflow →

Document intelligence

Review what a PDF actually says.

For: Document and operations teams

Input
PDFs and scans
Action
Read the regions and review uncertainty
Output
Source-linked text with inspectable locators
10-Q · filed 2026-01-30, The region of page 4 this passage was read from
10-Q · filed 2026-01-30 · page 4 of 30

Sample source · inspect the workflow →

Knowledge graph

Export a graph with its source evidence.

For: Data and knowledge architects

Input
Facts in your documents
Action
Inspect objects and evidence-bound relations
Output
Turtle, JSON-LD and CSV exports
DEF 14A · filed 2026-01-08, The region of page 11 this passage was read from
DEF 14A · filed 2026-01-08 · page 11 of 103

Sample source · inspect the workflow →

Grounded assistants

Answer a question. Open its source.

For: Application and agent developers

Input
A question and the current World
Action
Ask, then inspect the returned evidence
Output
A version-bound answer and source locators
10-Q · filed 2026-01-30, The region of page 19 this passage was read from
10-Q · filed 2026-01-30 · page 19 of 30

Sample source · inspect the workflow →

Knowledge operations

Review a revision before it becomes current.

For: Knowledge owners and security reviewers

Input
A new or updated collection
Action
Compile a candidate, review and activate explicitly
Output
A reviewed revision with change history
DEF 14A · filed 2026-01-08, The region of page 17 this passage was read from
DEF 14A · filed 2026-01-08 · page 17 of 103

Sample source · inspect the workflow →

Working with a design partner.

What an early partner works with:

  • A compile of your own corpus, arranged with us.Rather than a self-serve upload, we set the collection up with you and run it.
  • The limits for your formats, in writing, before anything runs.The same capability manifest TAVONEL validates every upload against, read against the files you actually have.
  • Your result with its receipts.Every compiled fact carries the source location it was read from, and the package is verifiable with the published scripts rather than on our word.
  • A direct line to the people writing the compiler.What you find changes what gets built next, and you see the change land.

No name, logo or quote on this site belongs to a customer, and none will until a customer signs off on the exact wording. Availability is a conversation, not a checkout: request access and say what you are trying to compile.

Next: the guides, samples and research in the resources hub, or the exact product contract in the documentation. These five pages describe how the compiler is used, not completed customer engagements.