Regulated industries run on knowledge that was never structured.
The most valuable information in a brokerage, a lender, or a fund does not live in a database. It lives in PDFs, inboxes, call recordings, scanned forms, and spreadsheets. Models can generate answers, but they cannot act on knowledge they cannot see.
And once knowledge is organized, the rules around it become the hard part. Who may see what, in which state, under which license, is not a toggle. It is a decision that has to be made correctly for every user, on every request, every time.
General-purpose tooling was not built for this. Ribera was.
A harness for knowledge that has to obey the rules.
Ribera builds the infrastructure layer between an organization's data, its people, and every model or agent they run. Knowledge is structured once, governed always, and delivered wherever the team already works.
The platform includes:
The Ribera harness
One governed layer between enterprise knowledge and every model, agent, and product built on it. Encrypted, zero data retention, never used for training.
Compliance as code
Policies expressed as executable rules, federated to the individual user and applied at runtime. One identity per user, scoped across millions of vectors, resolved in milliseconds.
Structure from fragmented data
Documents, audio, video, PDFs, and CSVs ingested and organized into indexed, actionable knowledge your systems can safely use.
Everywhere teams work
The same governed knowledge delivered in the channels people already use: web, SMS, email, Slack, voice, and embedded widgets.