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Company context with receipts

Ask a company question. Get a cited answer.

Pantasso is your SQL-first company knowledge base. Approved sources become operating context people and assistants can query. Answers come with citations, never a guess dressed as company fact.

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Sample workspace — synthetic data

What did we decide about the Q3 launch?

context_ready3 citations

The launch moved from August 12 to September 2 to clear the billing migration.1 Scope was cut to the two flagship connectors; the analytics add-on shifts to Q4.2 Priya owns the launch checklist, tracked in LNCH-42.md.3

Sources

decisions.mdFilesMaya R. · Jun 24

“Final call: launch moves to Sep 2 so billing migration lands first. No further slips.”

Q3-launch-plan.mdObsidianSection “Scope” · updated Jun 26

“In: flagship connectors A + B. Out: analytics add-on (defer to Q4).”

LNCH-42.mdFilesAssigned to Priya · open

“Own the launch checklist through Sep 2. Blockers escalate in decisions.md.”

Rendered from a sample workspace with synthetic data — this is the shape of every real answer.

Integrations

Files first. More sources connect next.

The hosted app starts with Files and Obsidian. The integrations directory shows every family and its live status; a listing is not a live connector.

Files and ObsidianSlackGoogle Drive and DocsTelegramGitHub
Browse all integrations

Your company already has the answer. Start with Files and Obsidian. Pantasso finds the approved evidence and cites it.

Ask what the approved files cover. Your team and its assistants work from the same files-first context.

What Pantasso does

Turn approved files into trusted operating context.

Start with Files and Obsidian; connect daily messages and Drive records as company context grows.

Keep operating context current

Organize approved Files and Obsidian into current, source-backed context that stays fresh as the work changes.

Ask detailed questions

Ask detailed questions of approved Files and Obsidian and get answers that show their work.

Control what each assistant can use

Give each assistant a scoped profile over the sources you approve, with the same citation rules people get.

Cited answers with receipts

Grounded answers link back to the records they used. You can see the source, author, and time.

Start with files, then connect more

Start with Files and Obsidian; the integrations directory shows what connects next.

Scoped assistant context

Each assistant gets a scoped profile with the same citation rules; it applies boundaries to approved sources, not new access.

How it works

From scattered sources to trusted answers in four steps.

1

Start with one approved source.

Start with one approved source. Pantasso reads only the source you approve. Other families stay listed until they are proven live.

2

Pantasso maintains company context.

Approved files become governed company context that retains its source, author, authority, and time. Connect messages or Drive records when they should join.

3

Ask questions, get cited answers.

Ask about approved Files and Obsidian. Cited answers trace back to those files.

4

Give AI assistants safe context and approved workflows.

Create scoped agent profiles over approved Files and Obsidian. Assistants cite those files.

For developers

Ask the company knowledge base. Get cited JSON.

Ask the files-first knowledge base today; every response shape stays the same as sources connect.

  • TypeScript and Python SDKs, plus a CLI — all speaking to your Pantasso workspace from scripts, services, and CI.
  • Two response shapes, no surprises: context_ready with citations, or insufficient_context with an explicit gap report.
  • Agent tools speak the same contract, so assistants answer only from returned citations.
Read the docs
import { Pantasso } from "@pantasso/sdk";
import { searchCompanyWorkspace } from "@pantasso/company-workspace";

// Connect to your Pantasso workspace
const sdk = await Pantasso.connect({
  workspace: "acme-ops",
  apiKey: process.env.PANTASSO_API_KEY,
});

// Ask. The response includes citations
const result = await searchCompanyWorkspace({
  query: "What did we decide about the Q3 launch?",
});

result.retrieval.status;         // "context_ready"
result.retrieval.citations[0];   // { source_id: "file:notes/q3-plan.md", … }

Trust and governance

Know where every answer came from.

Cited answers start from Files and Obsidian. You can see who asked, which approved file was used, and when the evidence is missing.

Source-aware answers

Every grounded answer links to its records. You can see who asked and which approved file was used.

Private by default

Workspaces are isolated and sources are opt-in. No data leaves your workspace unless you export it.

Operator control

Workspace owners grant sources to agents explicitly and see them inside the support boundary.

How we build

Built in the open, held to its own standard.

Pantasso is operated by DB Hurley and built primarily by AI agents working under his direction. The public beta publishes what we can prove: a synthetic demo, a files-first hosted workspace, cited answers with receipts, and founder-led first source setup. You won’t find invented logos, GA claims, or a finished connector suite here — just the receipts.

Security and trustProduct docs

FAQ

Common questions about Pantasso.

What is Pantasso?

Pantasso keeps approved company context current so people and AI assistants can answer and work from the same source-backed evidence. See Integrations and Status for what is live today.

How do I know an answer is trustworthy?

Grounded answers link back to the records they used. You can see the source, author, and time.

How is Pantasso different from a vector database or agent knowledge layer?

A vector database helps applications find similar content. Pantasso starts with Files and Obsidian and returns cited answers with receipts: governed records with source, authority, and time, not similarity scores.

What sources does Pantasso support?

Files and Obsidian are the live first source on the hosted app. The integrations directory lists every family and its live status; a listing is not a live or GA connector.

Can I use my existing AI assistants with Pantasso?

Yes. Each assistant gets a scoped profile over the sources you approve. The profile does not grant new source access by itself.

How does pricing work?

Pantasso offers Pilot ($1,500/mo), Team ($5,000/mo), and Enterprise ($15,000+/mo) plans. Pilot and Team are self-serve with a free trial; Enterprise is founder-led. See the pricing page for exact limits and monthly prices.

Is my data private?

Workspaces are isolated by default and sources are opt-in. Support diagnostics are redacted before transmission. No workspace data is shared across organizations.

See a cited answer with receipts.

Start a free trial, connect an approved source, and ask your first cited question. Pilot starts at $1,500/mo.

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