EleganceAI.ai Lab
Procurement Exception Triage Agent
An enterprise agentic AI pilot: Claude Haiku investigates delayed POs, blocked invoices, and vendor risk through governed MCP tools — with deterministic hooks, structured errors, and human-review escalation you can watch live.
Guided scenarios — pick one, then run
Agent Answer
Executive Summary
Run a triage request to generate the executive summary.
Exception Value Reviewed
$0
Delayed POs
0
Blocked Invoices
0
Follow-ups Created
0
Escalations Created
0
Human Approval
Not required
Why this scenario matters — End-to-end demo
One message, five concerns. The agent decomposes the request, runs the loop across both MCP servers, hits the governance threshold, and synthesizes a single unified answer — the pattern behind every credible enterprise agent pilot.
- Multiple tool_use turns before the final end_turn stop reason.
- Read-only lookups route to procurement-data; actions route to procurement-workflow.
- The $42,000 items trigger escalation while the follow-up for smaller items proceeds.
Claude Architect exam concept: Agentic loop and multi-concern decomposition: continue on stop_reason=tool_use, finish on end_turn, synthesize a unified response.
Agent Loop Timeline
Run a request to watch the loop unfold step by step: model turn → stop reason → tool request → hook decision → MCP route → final response.
Run Cost & Tokens
Model Turns
0
Input Tokens
0
Output Tokens
0
Est. Cost (Haiku)
$0 (mock)
A full multi-tool triage on Claude Haiku typically costs a fraction of a cent — the economics a CIO asks about before piloting.
Tool Result Data (raw)
Show the raw structured JSON the MCP tools returned (hidden by default — the agent answer above is the human-readable version)
MCP Tool Trace
No tools have run yet.
Audit Trail
Audit events will appear after a run. They record the user request, planner identity, hook decisions, MCP routing, and structured tool outcomes.