01 · Remember
Email, chat, docs and files, indexed where they already live. Nothing to migrate.
02 · Refine
Local agents extract results, link related work and re-index as new files land.
Building the knowledge for you03 · Retrieve
Every answer cites the source it came from.
04 · Discover
Frontier or local, reasoning over what you have actually done.
Your index → any AI model → discoveryI. Trusted by
II. Research
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First Do No Harm: Mapping the Risks of Open-Weight AI Agents
What happens when AI agents operate inside real systems? We ran 16,214 agent episodes across fifteen models to map how they fail and what each failure costs.
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The Rise of Intelligence Ownership
What do the companies succeeding with AI-first strategies have in common? A task-trained open-source model, measured against the frontier.
III. Team
IV. FAQ
What does Fermisense do?
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.
Which tools can it connect to?
Email, chat, documents, spreadsheets and file stores, indexed where they already live. Today that includes Gmail, Outlook, Slack, Notion, Google Drive, Google Sheets and Amazon S3.
Do we have to migrate our data?
No. Sources are indexed in place: no migration, and no new system for your teams to adopt.
Where does it run, and who owns the data?
Fermisense runs on-premise, with no infrastructure changes, and you own your data. The agents that build the index run locally, around the clock.
Which AI models does it work with?
Any model you use, from a frontier lab or running locally. Point it at the index and it reasons over what your organization has actually done.
How do we know an answer is right?
Every answer is cited and links back to the email, document or ticket it came from. No black box, and no invented references.
What does a pilot look like?
One dataset, thirty days. We index one dataset of yours and show you what your organization already knows.