Real app demos

CRM ↔ Slack Integration Bridge

Webhook event in → AI summary → CRM note + Slack channel post with action buttons.

Preview of CRM note and Slack message with edit and skip controls before any push.

Live: Live LLM summary from webhook JSON to structured CRM note and Slack message preview in the app.

Note: CRM and Slack destinations are mock payloads. No real HubSpot or Slack API calls, no OAuth, no persistent delivery.

Receipt & Document Agent

Upload a receipt or PDF → extract vendor, date, amount, lines → validate → exception queue.

Structured fields with validation and exception queue for human review.

Live: Live structured LLM output returning typed fields with per-field confidence. File parse runs in the browser, no server storage.

Note: No real OCR pipeline or accounting system push. Validation and downstream bill creation are simulated.

Studio Knowledge & Asset Desk

Studio docs in → keyword chunk search → grounded answer with citations + permission gate → OneDrive/DAM next actions.

Grounded answers with citations and permission-aware next actions for review.

Live: Live grounded answer with citations over keyword-scored chunks. Permission gate enforced in UI.

Note: Retrieval is keyword scoring over mock docs, not vector search. No OneDrive, SharePoint, or DAM connection. Vector RAG is planned, not live.

For: Creative studios, design ops, marketing teams using Adobe CC + OneDrive

Multi-Agent RFI Desk

Missing info detected → RFI drafted → reply tracked → case updated, with escalation paths.

Case state with detection, drafting, and tracking steps plus human escalation.

Live: Live multi-agent workflow with shared case state. Detector, drafter, and tracker run as separate LLM steps with handoff contracts.

Note: Email and Slack notifications are mock shapes. No real inbox or channel integration.

Transaction Coding Agent

Bank lines in → suggested accounts, tax codes, and confidence → accountant Approve / Edit.

Suggested coding with confidence scores, review queue, and activity log.

Live: Live structured LLM output with account, tax, confidence, and rationale. Review queue and audit log run in the app.

Note: Ledger destination is mock. No real Xero or QBO connection, no OAuth, no posting.

HVAC Call Triage Desk

Inbound “no cool / no heat” notes → urgency, skill tags, SLA window, and a customer SMS draft.

Structured triage output with urgency, skill tags, SLA window, and editable customer reply.

HVAC Good-Better-Best Quote

Job notes + equipment → three priced packages with line items for AU GST or US tax framing.

Three package options with line items, totals, and confidence for review.

Marketing Lead Reply Agent

Form / FB / Google lead in → personalized reply, CRM tags, and next-step SLA for growth teams.

Draft reply with intent score, CRM tags, and follow-up task for human review.

For: Growth teams, PH BPOs, AU/US agencies

Work Order & PO Intake

Paste a PO / work order → extract vendor, lines, due date, totals → exception flags for AP.

Extracted PO fields with confidence and exception flags for AP review.

SEO Content Pipeline

Keyword and brief in → outline → SEO-checked draft with brand fixes → export to Markdown or WordPress.

Draft outline and article with checklist and brand fixes for human edit and export.

For: Content and SEO teams, VN agencies, AU/US SMEs