Files and Obsidian work in the hosted app today. Browser uploads are small; larger folders use an approved path.
Integrations — hosted public beta
Start with files. Connect more sources when they are ready.
The live first source is Files and Obsidian. Slack, Google Drive and Docs, Telegram, and GitHub need a connection. The rest of this directory is listed for later setup — a listing is not a live or GA connector.
In the hosted public beta, start with approved Files or Obsidian. Slack, Drive, Telegram, and GitHub need a connection before channels, folders, or repositories can be scoped.
In the hosted public beta, start with Files or Obsidian preflight and sync. Slack, Drive, Telegram, and GitHub need a connection before credential checks or target discovery.
In the hosted public beta, approved Files and Obsidian become typed records with source metadata. Slack, Drive, Telegram, and GitHub need a connection before their messages or documents are compiled.
In the hosted public beta, cited answers and SQL start from approved Files and Obsidian. Slack, Drive, Telegram, and GitHub need a connection before those records appear in answers, agent profiles, or audit.
Directory coverage
One live first source, then connected sources, then listed families.
Start with an approved file set. Add Slack, Drive, Telegram, or GitHub after a connection is in place. Treat other families as a directory, not a shipped suite.
Slack, Google Drive and Docs, Telegram, and GitHub can be connected in the hosted workspace. They are not live until that connection is set up.
The directory lists many source families for later setup. A listing is not a live or GA connector.
Public beta onboarding starts with one approved source. There is no instant checkout or live connector suite.
Reliable connections
Connected sources keep approval, health, and citations visible.
When a source is actually connected, Pantasso shows what was approved, when it was updated, and which answers depend on it. Listed families do not inherit that path until they are proven live.
Scoped approval
In the hosted public beta, start with approved Files or Obsidian. Slack, Drive, Telegram, and GitHub need a connection before channels, folders, or repositories can be scoped.
Target discovery
In the hosted public beta, start with Files or Obsidian source choices. Slack, Drive, Telegram, and GitHub need a connection before provider-readiness details or target discovery.
Preflight and doctor checks
In the hosted public beta, start with Files or Obsidian preflight and doctor checks. Slack, Drive, Telegram, and GitHub need a connection before credential or live-access checks.
Checkpointed sync
In the hosted public beta, start with Files or Obsidian checkpoint and freshness state. Slack, Drive, Telegram, and GitHub need a connection before their connector runs can sync new or updated records.
Canonical mapping
In the hosted public beta, start with Files or Obsidian payloads as company objects. Slack, Drive, Telegram, and GitHub need a connection before their payloads become people, channels, or other mapped objects.
Replay and quarantine
In the hosted public beta, start with Files or Obsidian replay and quarantine. Slack, Drive, Telegram, and GitHub need a connection before stored payloads can be replayed or quarantined.
Integration directory
36 listed families — only proven sources read as live.
Browse the directory to see what Pantasso can connect later. Public labels are Live, Needs connection, or Listed. They are not shipped badges or a live connector suite.
Messaging and collaboration
Operational conversations become cited, searchable company memory with thread context, participants, freshness, and agent-safe boundaries.
Slack
Connect approved Slack channels and threads so decisions, requests, handoffs, and project context become governed workspace records.
View integration details- Flow
- Guided setup, source choices, API, CLI
- Objects
- Channel, Conversation, Thread, Message, Person, Decision, Task
- Agent and app use
- Cited answers, Slack assistant replies, operating briefs, decision and task extraction.
- Governance
- Channel scope, bot membership, thread inclusion, checkpointed history, redacted support evidence, and source-health reporting.
- Proof
- Preflight, first sync, connector-run ledger, cited-question evidence, audit refs, and replayable source payloads.
Telegram
Bring approved Telegram chats into the same workspace as documents, project work, and agent activity.
- Flow
- Guided setup, bot scope, API, CLI
- Objects
- Conversation, Thread, Message, Person, Decision, Task, Artifact
- Agent and app use
- Cited retrieval, source-aware briefs, agent profile context, and Telegram poller workflows.
- Governance
- Bot-visible chat scope, bounded date windows, source freshness, checkpointed polling, and audit packet output.
- Proof
- Live source doctor, first-sync worker path, durable source payloads, cited retrieval, and audit trail.
Google Workspace
Google files, documents, mail, meetings, sheets, and directory context flow into Pantasso through one Google-family governance model.
Google Drive and Docs
Connect approved folders and documents so specs, plans, notes, policies, and shared files are current, cited, and queryable.
View integration details- Flow
- Guided setup, OAuth connection, API, CLI
- Objects
- Document, File, Person, Project, Task, Decision, Artifact
- Agent and app use
- Document retrieval, Drive comments, reviewed Docs drafts, support handoff, and project memory.
- Governance
- Folder and shared-drive scope, file type bounds, owner metadata, Docs content extraction, and redacted credential state.
- Proof
- Managed first sync, source choices, preflight, cited questions, source freshness, and audit references.
Gmail
Use approved mailbox users, labels, and queries to make commitments, approvals, handoffs, and support context available with citations.
- Flow
- Guided setup, Google-family connection, API, CLI
- Objects
- Conversation, Thread, Message, Person, Task, Decision, Artifact
- Agent and app use
- Cited answers, task extraction, reviewed drafts, sent-message workflows, and operating briefs.
- Governance
- Mailbox user bounds, Gmail query scope, label filters, spam/trash policy, checkpointed paging, and audit trail.
- Proof
- Source choices, credential preflight, first-sync worker mapping, support packet state, and cited retrieval evidence.
Google Calendar
Bring meetings, deadlines, attendees, descriptions, and operating rhythm into the company context layer.
- Flow
- Guided setup, Google-family connection, API, CLI
- Objects
- Meeting, Person, Project, Task, Decision, Artifact
- Agent and app use
- Meeting context, briefs, task extraction, event creation after approval, and agent handoff.
- Governance
- Calendar ids, time windows, updated-after bounds, deleted-event policy, checkpointed sync, and freshness reporting.
- Proof
- Guided source selection, worker sync, source health, object inspection, cited retrieval, and audit refs.
Google Sheets
Connect approved spreadsheets and ranges so operating trackers, budgets, lists, and tabular facts join the governed workspace.
- Flow
- Guided setup, Google-family connection, API, CLI
- Objects
- Document, Artifact, Task, Project, Decision
- Agent and app use
- SQL inspection, cited answers, dashboard inputs, reviewed sheet writes, and analytics seeds.
- Governance
- Spreadsheet ids, tab ranges, Drive scope, range bounds, checkpointed reads, and row-level source provenance.
- Proof
- Source choices, preflight, configured first sync, canonical object writes, SQL/object inspection, and support evidence.
Google Admin Directory
Use approved directory users and groups to make people, teams, and account context consistent across workspace records.
- Flow
- Guided setup, Google-family connection, API, CLI
- Objects
- Person, Team, Artifact, Audit packet
- Agent and app use
- Identity resolution, team context, policy defaults, source ownership, and agent access review.
- Governance
- Workspace or domain target, user/group inclusion settings, read-only directory scopes, and source-health evidence.
- Proof
- Guided setup, preflight, first-sync worker support, canonical person/team mapping, and audit references.
Microsoft 365 work graph
Teams, Outlook, SharePoint, OneDrive, Planner, and Entra ID records become cited workspace context through one Microsoft Graph family.
Microsoft 365
Connect approved Microsoft 365 tenants and Graph targets so Teams messages, Outlook mail and events, SharePoint and OneDrive files, Planner tasks, users, and groups can join Pantasso.
- Flow
- Guided setup, Microsoft Graph targets, API, CLI
- Objects
- Person, Team, Channel, Conversation, Message, Document, File, Meeting, Task, Project, Decision
- Agent and app use
- Cited answers, meeting and message context, file retrieval, identity resolution, project briefs, and audit review.
- Governance
- OAuth scope review, tenant and target bounds, OData nextLink checkpoints, Graph URL provenance, redacted diagnostics, and replayable payload links.
- Proof
- Connector manifest, Graph pagination test, message envelope output, source-payload audit links, checkpoint record, and sync-status evidence.
Product, engineering, and delivery
Planning, delivery, support, and deployment systems become part of the same trusted workspace that agents query before acting.
GitHub
Connect approved repositories so issues, pull requests, comments, and project context can support answers and operating memory.
- Flow
- Guided setup, OAuth connection, API, CLI
- Objects
- Project, Task, Decision, Artifact, Person, Message
- Agent and app use
- Project memory, engineering briefs, cited issue context, and approved issue-update workflows.
- Governance
- Repository scope, issue and pull request inclusion, bounded pagination, updated-at checkpoints, and audit trail.
- Proof
- Source choices, preflight, checkpointed first sync, cited retrieval, source health, and support packet evidence.
Linear
Bring issues, projects, status, and product execution context into the same plane as conversations and docs.
- Flow
- Guided setup, API token, source choices, CLI
- Objects
- Project, Task, Decision, Person, Artifact
- Agent and app use
- Planning briefs, task context, decision tracking, and active-work summaries.
- Governance
- Issue/project toggles, archived-work policy, source choices, credential preflight, and run summaries.
- Proof
- Managed first-sync worker, choice discovery, canonical object writes, cited retrieval, and audit refs.
Jira Cloud
Connect approved Jira sites, projects, and JQL bounds so sprint work, tickets, epics, and blockers become queryable.
- Flow
- Guided setup, API token, source choices, CLI
- Objects
- Project, Task, Decision, Person, Artifact
- Agent and app use
- Status briefs, blocker summaries, cited ticket context, and agent-safe project memory.
- Governance
- Site URL, project keys, JQL scope, account identity, checkpointed paging, and redacted support state.
- Proof
- Project discovery, preflight, first sync, source health, object inspection, and audit evidence.
Vercel
Pull projects, deployments, and release context into Pantasso so website and app operations are part of company memory.
- Flow
- Guided setup, API token, source choices, CLI
- Objects
- Project, Artifact, Task, Decision, Audit packet
- Agent and app use
- Release briefs, operations context, incident handoff, and deployment-aware answers.
- Governance
- Team or project targets, deployment inclusion, account scope, source choices, and source-health status.
- Proof
- Project discovery, configured sync, canonical artifact mapping, cited retrieval, and support evidence.
Engineering operations and observability
Code hosting, incident response, monitoring, application errors, edge traffic, and cloud audit trails become searchable operating evidence.
GitLab
Connect approved GitLab groups and projects so issues, merge requests, pipelines, commits, and notes can support delivery memory.
- Flow
- Guided setup, group and project targets, API, CLI
- Objects
- Project, Task, Decision, Artifact, Person, Message, Audit packet
- Agent and app use
- Engineering briefs, release context, incident review, project status, and cited issue or merge-request answers.
- Governance
- Group/project allowlist, resource toggles, updated-time checkpoints, token redaction, and replayable payload evidence.
- Proof
- Connector manifest, GitLab target templates, normalized envelopes, checkpoint state, source-payload links, and sync status.
Bitbucket
Bring approved Bitbucket workspaces, repositories, pull requests, issues, commits, and pipelines into Pantasso.
- Flow
- Guided setup, workspace and repository targets, API, CLI
- Objects
- Project, Task, Decision, Artifact, Person, Message, Audit packet
- Agent and app use
- Repo context, release review, delivery summaries, project memory, and cited answers.
- Governance
- Workspace and repository scope, resource toggles, cursor pagination, redacted diagnostics, and replay support.
- Proof
- Connector manifest, Bitbucket target templates, canonical envelopes, source-payload evidence, checkpoint state, and status output.
PagerDuty
Connect approved PagerDuty incidents, services, escalation policies, users, on-call schedules, and status updates.
- Flow
- Guided setup, service and incident targets, API, CLI
- Objects
- Project, Task, Decision, Person, Team, Artifact, Audit packet
- Agent and app use
- Incident briefs, escalation context, post-incident review, service history, and operations questions.
- Governance
- Service/team bounds, incident windows, timestamp checkpoints, rate-limit diagnostics, token redaction, and replayable payload links.
- Proof
- Connector manifest, PagerDuty target templates, checkpoint state, source-payload links, message envelopes, and sync-status record.
Datadog
Bring Datadog monitors, events, incidents, service catalog entries, dashboards, and SLOs into Pantasso for operations memory.
- Flow
- Guided setup, monitor and event targets, API, CLI
- Objects
- Project, Task, Decision, Artifact, Audit packet
- Agent and app use
- Incident analysis, service health context, operations briefs, reliability review, and cited retrieval.
- Governance
- Site and account bounds, resource allowlist, timestamp windows, rate-limit diagnostics, token redaction, and payload replay.
- Proof
- Connector manifest, Datadog target templates, normalized records, checkpoint output, source-payload links, and sync status.
Sentry
Connect approved Sentry organizations and projects so issues, events, releases, commits, and alerts join the workspace record.
- Flow
- Guided setup, organization and project targets, API, CLI
- Objects
- Project, Task, Decision, Artifact, Person, Audit packet
- Agent and app use
- Error triage, release health review, incident context, engineering handoff, and cited answers.
- Governance
- Organization/project bounds, issue filters, timestamp checkpoints, token redaction, and replayable payload links.
- Proof
- Connector manifest, Sentry target templates, canonical envelopes, checkpoint state, source-payload links, and sync-status evidence.
Cloudflare
Bring Cloudflare zones, DNS records, firewall events, logs, Workers, Pages projects, and analytics into Pantasso.
- Flow
- Guided setup, account and zone targets, API, CLI
- Objects
- Project, Task, Decision, Artifact, Audit packet
- Agent and app use
- Edge operations review, security event context, deployment briefs, domain audit, and cited retrieval.
- Governance
- Account/zone scope, resource allowlist, time-window bounds, token redaction, rate diagnostics, and replayable payload evidence.
- Proof
- Connector manifest, Cloudflare target templates, message envelopes, source-payload links, checkpoint state, and status output.
AWS CloudTrail
Connect approved AWS CloudTrail event history so account activity, service actions, identities, resources, and regions can be audited.
- Flow
- Guided setup, account and region targets, API, CLI
- Objects
- Person, Project, Task, Decision, Artifact, Audit packet
- Agent and app use
- Cloud audit review, security investigation context, deployment history, access review, and cited operations answers.
- Governance
- Account/region scope, lookup attribute bounds, timestamp checkpoints, credential redaction, and replayable audit payload links.
- Proof
- Connector manifest, CloudTrail target templates, timestamp checkpoint state, source-payload links, message envelopes, and sync-status record.
Knowledge, CRM, and operating systems
Team knowledge bases and revenue systems become cited company context instead of separate silos for agents to guess about.
Notion
Connect approved pages and databases so wikis, notes, specs, and team knowledge are searchable with source context.
- Flow
- Guided setup, integration token, source choices, CLI
- Objects
- Document, Project, Task, Decision, Artifact
- Agent and app use
- Knowledge retrieval, project memory, decision extraction, and agent brief context.
- Governance
- Visible page/database choices, query filters, database ids, credential preflight, and redacted support state.
- Proof
- Choice discovery, first-sync worker, canonical document mapping, cited answers, and audit refs.
HubSpot
Bring approved contacts, companies, deals, tickets, and CRM context into the data plane that assistants can cite.
- Flow
- Guided setup, private app token, source choices, CLI
- Objects
- Person, Team, Project, Task, Artifact, Decision
- Agent and app use
- Account context, support briefs, sales handoff, CRM task workflows, and cited answers.
- Governance
- Object allowlist, property bounds, archived-record policy, credential preflight, and source freshness.
- Proof
- Guided source setup, first sync, canonical object writes, operations evidence, and audit packet output.
Revenue, finance, and commerce
CRM, billing, order, invoice, and finance records become governed operating context for account work, cash flow, support, and analytics.
Salesforce
Connect approved Salesforce objects and SOQL bounds so accounts, contacts, opportunities, cases, tasks, and campaign context can be cited.
- Flow
- Guided setup, object and SOQL targets, API, CLI
- Objects
- Person, Team, Project, Task, Decision, Artifact, Audit packet
- Agent and app use
- Account briefs, opportunity context, support handoff, task extraction, pipeline analysis, and cited retrieval.
- Governance
- Object allowlist, field bounds, SOQL query scope, timestamp checkpoints, redacted API diagnostics, and replayable payload links.
- Proof
- Connector manifest, Salesforce target templates, message envelopes, checkpointed sync status, and directory test coverage.
Stripe
Bring Stripe events, charges, invoices, subscriptions, products, and accounts into Pantasso for revenue operations and audit context.
- Flow
- Guided setup, event targets, API, CLI
- Objects
- Artifact, Project, Task, Decision, Person, Audit packet
- Agent and app use
- Billing context, renewal briefs, payment issue triage, revenue operations review, and audit-ready event history.
- Governance
- Event-type targets, cursor pagination, token redaction, source payload retention, rate-limit diagnostics, and replay support.
- Proof
- Connector manifest, Stripe cursor advancement test, emitted records, source-payload links, and sync-status evidence.
Shopify
Connect approved Shopify order, product, fulfillment, inventory, and contact records so commerce operations are visible beside support and finance.
- Flow
- Guided setup, shop and order targets, API, CLI
- Objects
- Artifact, Project, Task, Decision, Person, Audit packet
- Agent and app use
- Order context, fulfillment briefs, product issue review, commerce analytics seeds, and operating handoff.
- Governance
- Shop domain scope, resource allowlist, date windows, protected-data posture, checkpointed pages, and redacted diagnostics.
- Proof
- Connector manifest, Shopify target templates, normalized records, source-payload links, checkpoint state, and status output.
QuickBooks Online
Ingest approved QuickBooks invoices, bills, payments, vendors, items, and accounts for finance context and operational reconciliation.
- Flow
- Guided setup, realm and query targets, API, CLI
- Objects
- Artifact, Person, Team, Project, Task, Decision, Audit packet
- Agent and app use
- Finance briefs, receivables context, vendor review, spend analysis, and audit-ready transaction lookup.
- Governance
- Realm scope, resource allowlist, query bounds, updated-time checkpoints, redacted diagnostics, and replayable payload evidence.
- Proof
- Connector manifest, QuickBooks target templates, checkpoint output, source-payload links, and sync-status record.
Xero
Bring approved Xero invoices, contacts, bills, payments, bank transactions, and accounts into the Pantasso data plane.
- Flow
- Guided setup, tenant targets, API, CLI
- Objects
- Artifact, Person, Team, Project, Task, Decision, Audit packet
- Agent and app use
- Finance operations context, collections review, vendor context, cash-flow briefs, and audit inspection.
- Governance
- Tenant scope, resource allowlist, updated-time bounds, checkpointed pages, redacted API diagnostics, and replay support.
- Proof
- Connector manifest, Xero target templates, canonical envelopes, source-payload evidence, checkpoint state, and sync status.
Support and success operations
Support tickets, inbox conversations, help-center context, and escalation history become part of the same cited workspace memory.
Zendesk
Connect approved Zendesk tickets, users, organizations, comments, and help-center articles for support and operations context.
- Flow
- Guided setup, ticket and article targets, API, CLI
- Objects
- Conversation, Thread, Message, Person, Team, Task, Decision, Audit packet
- Agent and app use
- Support briefs, escalation context, account handoff, trend review, and cited answers from ticket history.
- Governance
- Subdomain scope, ticket query bounds, comment inclusion, updated-time checkpoints, token redaction, and replayable payload links.
- Proof
- Connector manifest, redacted failed-API diagnostic test, normalized records, source-payload links, checkpoint state, and status output.
Intercom
Bring approved Intercom conversations, companies, contacts, admins, and tags into Pantasso for support memory and operations review.
- Flow
- Guided setup, conversation and contact targets, API, CLI
- Objects
- Conversation, Thread, Message, Person, Team, Task, Decision, Audit packet
- Agent and app use
- Conversation briefs, support trend review, account context, agent handoff, and cited retrieval.
- Governance
- Workspace scope, resource allowlist, cursor pagination, updated-time bounds, redacted diagnostics, and replay support.
- Proof
- Connector manifest, Intercom target templates, message envelopes, source-payload links, checkpoint output, and sync status.
Freshdesk
Connect approved Freshdesk tickets, conversations, contacts, companies, agents, and solution articles for cited support context.
- Flow
- Guided setup, ticket and solution targets, API, CLI
- Objects
- Conversation, Thread, Message, Person, Team, Task, Decision, Audit packet
- Agent and app use
- Ticket briefs, escalation review, support analytics seeds, knowledge lookup, and cited answers.
- Governance
- Domain scope, resource allowlist, updated-time checkpoints, page bounds, token redaction, and replayable payload evidence.
- Proof
- Connector manifest, Freshdesk target templates, normalized envelopes, source-payload links, checkpoint state, and sync-status record.
Help Scout
Bring approved Help Scout mailboxes, conversations, threads, teams, users, and docs into Pantasso.
- Flow
- Guided setup, mailbox and docs targets, API, CLI
- Objects
- Conversation, Thread, Message, Person, Team, Task, Decision, Audit packet
- Agent and app use
- Inbox summaries, support handoff, knowledge lookup, trend review, and cited retrieval.
- Governance
- Mailbox scope, thread inclusion, cursor pagination, updated-time bounds, redacted diagnostics, and replay support.
- Proof
- Connector manifest, Help Scout target templates, canonical envelopes, source-payload evidence, checkpoint state, and status output.
Files, databases, and structured imports
Fast-start files, local knowledge, data tables, and external memory exports enter Pantasso through bounded, replayable import paths.
Files and Obsidian
Start with approved Markdown, text, JSON, and Obsidian folders when the team wants immediate value without waiting on provider authorization.
View integration details- Flow
- Guided upload, approved paths, API, CLI
- Objects
- Document, File, Project, Task, Decision, Artifact
- Agent and app use
- First cited answer, operating brief, source health, support packet, backup, and agent smoke test.
- Governance
- Approved paths, file type bounds, size checks, symlink and churn-folder protection, upload limits, and source doctor output.
- Proof
- Guided upload, preflight, first sync, cited question, backup/restore smoke, and audit refs.
Supabase
Import approved Supabase tables through bounded table targets so application records can join company context and retrieval.
- Flow
- Configured source, API, CLI
- Objects
- Artifact, Project, Task, Decision, Document
- Agent and app use
- Structured source ingest, SQL/object inspection, retrieval context, and reconciliation workflows.
- Governance
- Project URL, table allowlist, row id columns, offset checkpoints, credential preflight, and replayable payload storage.
- Proof
- Source add, source doctor, ingest run, checkpointed table offsets, canonical writes, and support evidence.
Structured Database
Connect approved relational, warehouse, or analytical tables through bounded query targets so operational facts can join Pantasso without another export layer.
- Flow
- Guided setup, bounded query targets, API, CLI
- Objects
- Artifact, Project, Task, Decision, Document, Audit packet
- Agent and app use
- SQL inspection, cited retrieval context, reconciliation, operating dashboards, and analytical seeds.
- Governance
- Connection reference, table allowlist, query bounds, primary-key and timestamp checkpoints, redacted diagnostics, and replayable result payloads.
- Proof
- Connector manifest, database target templates, normalized records, checkpoint output, source-payload links, and sync status.
MCP-compatible JSON
Bring external agent-memory exports and structured JSON records into Pantasso without making another source system the center.
- Flow
- Configured source, file or URL, CLI
- Objects
- Document, Artifact, Project, Task, Decision, Audit packet
- Agent and app use
- Memory import, source normalization, cited retrieval, replay, and audit handoff.
- Governance
- File or URL bounds, optional bearer token reference, hash checkpoints, idempotent imports, and redacted manifest output.
- Proof
- Configured import, hash checkpointing, source payload persistence, replay dry run or commit, and audit packet evidence.
Extension runtime
Signed webhooks and the connector SDK give teams a durable way to bring specialized systems into Pantasso with the same audit contract.
Signed Webhooks
Accept approved signed events from internal systems, SaaS webhooks, forms, build pipelines, and workflow tools.
- Flow
- Guided setup, signed event intake, API, CLI
- Objects
- Artifact, Message, Task, Decision, Project, Audit packet
- Agent and app use
- Event memory, workflow triggers, reconciliation, cited context, replay, and audit evidence.
- Governance
- Signing secret reference, event-type allowlist, idempotency keys, hash checkpoints, redacted diagnostics, and replayable payload links.
- Proof
- Connector manifest, signed webhook hash checkpoint test, normalized records, source-payload evidence, checkpoint state, and sync status.
Connector SDK
Build governed Pantasso connectors that emit deterministic manifests, normalized envelopes, checkpoints, source payload links, and sync status.
- Flow
- Connector SDK contract, manifest tooling, API, CLI
- Objects
- Document, Message, Artifact, Project, Task, Decision, Audit packet
- Agent and app use
- Specialized ingestion, canonical object mapping, cited retrieval, agent tool context, replay, and audit inspection.
- Governance
- Connector manifest review, scope declaration, canonical envelope contract, checkpoint strategy, diagnostic redaction, and replay support.
- Proof
- Connector manifest generation, directory definition tests, message envelope output, source-payload links, checkpoint record, and sync-status evidence.
Why this matters
Every trusted answer starts with a trusted source.
In the hosted public beta, cited answers start from approved Files and Obsidian. Slack, Drive, Telegram, and GitHub need a connection before their records can become an answer, report, or assistant input.
One company memory
In the hosted public beta, start with approved Files and Obsidian as shared company objects. Slack, Drive, Telegram, and GitHub need a connection before their messages, tickets, or CRM records join that memory.
SQL and retrieval over the same data
In the hosted public beta, inspect approved Files and Obsidian with SQL, cited questions, briefs, and agent context. Slack, Drive, Telegram, and GitHub need a connection before those records appear in the same query surface.
Agent-safe operating surface
In the hosted public beta, start with approved Files and Obsidian on the profile-aware tool surface. Slack, Drive, Telegram, and GitHub need a connection before those records can feed the same assistant answers.
Operational proof
In the hosted public beta, start with Files and Obsidian readiness, source health, and audit refs. Slack, Drive, Telegram, and GitHub need a connection before their connector runs, support packets, backup status, or replay travel with the integration.
Start with files, or try the synthetic demo.
The hosted public beta is files-first. Founder-led onboarding picks the first connected source. Use the directory to see what can come later — not what is already live.