The knowledge discovery company.

Decades of decisions, results, and hard-won lessons are trapped in emails, decks, meetings, and documents. Fermisense builds one living index across everything your teams write — and turns it into context AI can actually use.

Runs on-premise · You own your data · No infrastructure changes

fermisense.com / discover

Expertise discovery

01 · Remember

Connect your sources, in place

Emails, decks, talks, write-ups, and spreadsheets — indexed where they already live. No migration, no new system to adopt.

Gmail Outlook Slack Notion Google Drive Google Sheets Amazon S3

02 · Refine

Local agents, running 24/7

An always-on swarm extracts results, normalizes vocabulary across teams, links related work, and re-indexes as new files land.

Building the knowledge for you

03 · Retrieve

Ask in plain language

Search or chat across every source and get cited, source-linked answers — no black box, no invented references.

Search Chat API Automations

04 · Discover

Connect any model you use

Frontier lab or local — point it at the index so it reasons over what you've actually done and proposes what to try next.

Your index → any AI model → discovery

Built by people from

Stanford University Skyscanner University of Waterloo ICML Lyft MIT

Let's run a pilot

One dataset. Thirty days. See what your organization already knows.

Book a call

30 minutes · No deck · justin@fermisense.com