AP exceptions · Procure-to-Pay
Overview
AI-ready workflow governance for exception-heavy finance operations
Demo org: Northstar Components
AUDIT SUMMARY
Understand where the workflow breaks,
where humans keep it running,
and where AI can safely help.
AP exceptions — 3-way match failures, missing POs, urgent overrides.
OVERALL READINESS
Documented flow fidelity
61
Audit trail completeness
54
TOP FRICTION
Approval loops outside ERP
Email and Slack approvals create undocumented decisions and replay work.
MOST FRAGILE AREA
AP exception triage
Urgent supplier releases depend on tribal knowledge and manual prioritisation.
FASTEST SAFE WIN
Exception intake standardisation
Create structured reason codes and escalation rules before automating downstream actions.