Invoices in.
Audit-grade postings out.
Drop an invoice. Watch a multi-agent ADK pipeline extract it deterministically with AILANG Parse, validate against the vendor master, decide a posting, and surface every step as an inspectable artifact.
- Agents
- 4
- Protocols
- 6
- LLM tokens / invoice parse
- 0
- Intakeap-orchestrator
- Extractinvoice-extractoremit_invoice_extraction
- Validateap-validatoremit_ap_verdict
- Postap-posteremit_posting_record
2-minute walkthrough
Watch on YouTube ↗End-to-end: AG-UI pipeline streaming, A2UI invoice review card, MCP App vendor knowledge graph with bidirectional citation-to-chat clicks. Built on Google ADK; no Gemini Pro tokens, no LLM at the workflow layer.
How it works
Every decision, inspectable.
No video, no slide deck. Every claim the agent makes shows up in a Card you can click into.
- 01
Pick a sample invoice
Three fixtures pre-loaded — DOCX, ODT, EML — so you can run the pipeline without finding your own file. Or drop your own invoice in.
- 02
Watch the four-agent pipeline run
Intake → Extract → Validate → Post. Each step emits a structured A2UI Card the moment it completes — no JSON-staring required.
- 03
Open the audit view
Click any specialist chip to see exactly which tools fired, what input each agent saw, and what it returned. Every decision is inspectable.