Sanjeev Azad
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Kuber Map

Every concept carries its FIBO citation: a learner-first map of the Financial Industry Business Ontology, doubling as audit-ready grounding for financial AI agents.

EMXO · contour

Every FinTech wants AI in production; few can trust it there. A large language model is fluent but not grounded — it talks about a mortgage or a beneficial owner convincingly, but approximately. In finance, approximately-right is wrong.

Kuber Map is a curated, learner-first knowledge map of the Financial Industry Business Ontology (FIBO) that gives AI the precise, shared, auditable language of the business. Every concept carries its FIBO IRI as a citation, and provenance (fibo versus curated) is never blurred.

Named for Kubera, the treasurer and god of wealth.

What it does

  • Which concept?: a decision guide from a plain need to the right FIBO class
  • Guided path: a curated walkthrough of the loan-origination arc
  • Compare: concepts side by side across FIBO’s separately-governed domains
  • Built for agents: every use case exports a citable context pack

Grounding is measured, not claimed

Five use cases ship with grounded evaluation showing a +44.5 point improvement. That number is the point: the claim is evidenced rather than asserted. The same discipline runs through C2Valis.

It’s a live installable app, not a mockup: it runs in the browser, works offline, and installs as a PWA. Nothing to sign up for, nothing to pay.

Open the app →