The short answer
In the hosted public beta, Pantasso answers company questions from approved sources and links each answer to the records it used. Files and Obsidian are the live first source. Slack, Drive, Telegram, and GitHub need a connection.
AI answers with citations — hosted public beta
Get company answers you can trace to the source.
In the hosted public beta, start with Files or Obsidian. Slack, Drive, Telegram, and GitHub need a connection. Other families are listed. Ask one question of the sources you approve, then inspect the evidence.
What does an answer with citations look like?
A Pantasso response includes the answer, the relevant source records, and enough source detail to inspect the evidence. From approved files, a question about a launch decision can cite the meeting note and project record that shaped the conclusion rather than returning an unsupported summary. After Slack or Drive is connected, later answers can cite those sources too.
What changed this week?
Summarize changed projects and cite the updates behind each point.
What did we decide?
Return the recorded decision, participants, date, and supporting discussion.
Who owns this?
Return the recorded owner and the source that assigned them.
How does Pantasso reduce hallucinations?
Pantasso constrains company answers to returned workspace context, requires source references, and distinguishes a supported answer from insufficient context. This does not make language models universally error-free; it creates an inspectable contract for company-specific questions and makes unsupported answers easier to reject.
Can teams use the same cited knowledge outside the Pantasso interface?
Yes. Developers can use documented APIs, SDKs, and agent-facing tools so applications and assistants receive the same cited context. The developer documentation covers the technical response shapes while the demo shows the buyer-facing experience.
Current boundaries
What should buyers know before choosing Pantasso?
Pantasso is sold with founder-led onboarding. We scope the first source, question, access boundary, and proof of value together instead of promising instant coverage.
The hosted public beta starts with Files and Obsidian; Slack, Drive, Telegram, and GitHub need a connection.
Answer quality depends on the approved sources, their freshness, and whether they contain the needed facts.
Citations show the evidence used; a person should still review consequential decisions and actions.
Pantasso reports missing context, but connecting or exposing a new source remains an owner decision.
See the answer before discussing the architecture.
Explore a cited answer in the demo, then plan one useful source with Pantasso.