Trusted company context for people and AI

Your company’s knowledge, ready for action.

Pantasso turns your chats, documents, systems, and records into trusted company context—with cited answers for your team and safe, governed access for every AI agent.

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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 as LNCH-42.³

Sources

#decisionsSlackMaya R. · Jun 24

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

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

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

LNCH-42TasksAssigned to Priya · open

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

What did legal say about the new privacy policy?

insufficient_contextgap report

No cited source covers legal's review of the privacy policy. The workspace holds the draft itself, but no record of a legal response — so Pantasso won't invent one.

Legal's review thread (likely an email label or a #legal channel that isn't connected)
Any signed-off revision after draft v3

Next step: Connect the legal email label or the #legal channel, then ask again.

What the workspace does have

privacy-policy-draft-v3.mdDriveDraft · updated Jun 18

“The draft itself is in the workspace — but no record of legal's response to it.”

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

Integrations

Connect the sources your team already uses.

Begin with one useful channel, folder, or system. Pantasso keeps every answer linked to its source as you add more of the tools where your company works.

SlackTelegramGoogle Drive and DocsGmailGoogle CalendarGoogle SheetsGoogle Admin DirectoryMicrosoft 365GitHubLinearJira CloudVercelGitLabBitbucketPagerDutyDatadogSentryCloudflareAWS CloudTrailNotionHubSpotSalesforceStripeShopifyQuickBooks OnlineXeroZendeskIntercomFreshdeskHelp ScoutFiles and ObsidianSupabaseStructured DatabaseMCP-compatible JSONSigned WebhooksConnector SDK

Browse all integrations

Your company already has the answer. It is buried in a thread, document, ticket, system, or someone’s memory. Pantasso finds it and shows the evidence.

Ask what changed, what was decided, who owns the next step, or what information is missing. Your team and its assistants work from the same approved company context.

What Pantasso does

Turn scattered company knowledge into trusted action.

Find the information your team needs, see where it came from, and give assistants safe access without building a new patchwork of tools.

Keep important work consistent

Bring people, projects, tasks, decisions, documents, messages, and agent outputs together without losing who changed what or where it came from.

Ask detailed questions

Find answers across the same trusted records your team and assistants use, then turn those answers into useful views of the work in progress.

Control what each assistant can use

Choose the approved sources, information, citation rules, and boundaries each assistant follows—once, then reuse them wherever that assistant works.

Cited answers and honest gaps

Every grounded answer links to its records. If approved context is incomplete, Pantasso returns an explicit gap instead of turning uncertainty into company fact.

Connect without losing control

Bring in chats, documents, business systems, databases, and files. See when each source was updated and recover cleanly when a sync fails.

Agent actions with boundaries

Give each assistant a scoped profile for reads and guarded writes. Every retrieval, decision, and action remains attributable to the actor, policy, and source state it used.

How it works

From scattered sources to trusted answers in four steps.

Connect your sources.

Approve the channels, folders, repositories, projects, records, tables, or files that contain the information your team needs. Pantasso reads only what you approve.

Pantasso organizes and indexes.

Messages, documents, decisions, tickets, and project history become structured, typed records — each one keeping its original source, author, and timestamp.

Ask questions, get cited answers.

Query your workspace in natural language or SQL. Every answer traces back to its source. Gaps are reported, never papered over.

Give AI assistants safe context.

Create scoped agent profiles with clear boundaries. Assistants retrieve company context from Pantasso and answer only from returned citations.

For developers

Connect a source, ask a question, get cited JSON.

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 is citations or an explicit gap
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.

Pantasso was built for companies that need to know where answers come from, who accessed what, and how AI assistants use company data.

Source-aware answers

Every response links to the exact records it drew from. Audit who asked what and where the answer came from.

Private by default

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

Operator control

Workspace owners decide which sources to connect, which agents get access, and what the support boundary looks like.

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 product is developed the same way it’s meant to be used, with agents grounded in a governed workspace. Every capability ships with verifiable evidence: readiness checks, source-health reports, and audit trails you can inspect in the product. You won’t find invented logos or testimonials here — just the receipts.

Security and trust Product docs

FAQ

Common questions about Pantasso.

What is Pantasso?

Pantasso is a company data platform that ingests approved company sources into one governed workspace, so people and AI assistants get answers with citations back to the original material — and explicit gap reports when the data isn't there.

What happens when Pantasso doesn't know the answer?

It tells you. Instead of guessing, Pantasso returns a gap report: what the workspace does cover, what's missing, and which source to connect next. That honesty is the point — an answer you can't trace is a liability.

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

A vector database helps applications find similar content. Pantasso connects that knowledge to the way your company actually works: trusted records, cited answers, controlled agent access, safe updates, analytics, backup, and a history you can inspect.

What sources does Pantasso support?

File and Obsidian folders work with no credentials at all. Slack, Microsoft 365, Google Workspace, Telegram, GitHub, GitLab, Notion, Linear, Jira Cloud, Salesforce, HubSpot, Stripe, Zendesk, PagerDuty, Datadog, Sentry, Vercel, databases, signed webhooks, and more connect with your own credentials — every integration on the same approval, sync, and audit contract. The integrations page lists the full directory.

Can I use my existing AI assistants with Pantasso?

Yes. Each assistant gets a scoped profile with clear boundaries. The assistant uses Pantasso for company context before answering, but the profile does not grant new source access by itself.

How does pricing work?

Pantasso offers Starter, Professional, and Enterprise plans with founder-led onboarding. See the pricing page for details, then contact us to plan the right first source and rollout.

Is my data private?

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

See it answer with receipts.

Explore the live demo, then talk with us about the first source and question that would make Pantasso useful to your company.

Try the live demo Start with one source