The Problem: …7854 tokens truncated…ank details. Missing required fields should block downstream action and route the document for review.
Step 2 — Validate: With an authorized current source, the workflow can check GSTIN data and propose potential duplicate invoices for review.
Step 3 — 3-Way Match: The workflow compares purchase-order, goods-receipt, and invoice fields, then records the match delta. A tenant-defined match tolerance and materiality policy determine whether the candidate proceeds to review or escalation.
Step 4 — Prepare Payment Recommendation: For an approved match, the workflow can compare due dates, configured discount terms, and cash policy. Payment scheduling remains separately authorized.
Step 5 — Prepare GL Handoff: A supported connector can receive an idempotent payload after approval. Idempotency and retry behavior must be verified; exactly-once posting is not assumed.
Step 6 — Prepare Notification: A remittance message can be drafted and, where an approved channel exists, sent under the tenant's communication policy.
The HITL Safety Net
A safe configuration should route material invoices, unexplained deltas, policy-defined vendors, and low-confidence cases to an authorized reviewer. Any amounts or confidence scores shown in a demo are examples, not defaults or guarantees.
The CFO sees the full context: the invoice, the PO, the GRN, the match delta, the GSTIN validation result, and the agent's recommendation. They approve, reject, or override with one click.
Metrics to Establish During a Pilot
Track field accuracy, duplicate-detection precision and recall, match agreement, exception rate, reviewer time, posting failures, and financial error impact. Do not infer savings or zero-error performance from the workflow design.
Getting Started
Repository agents and connector paths are starting points, not a universal production-readiness claim. Confirm the exact adapter, credentials, supported operations, non-writing controls, and readiness evidence before a pilot or promotion.
Topics
About the author
Sanjeev Kumar is Founder & CEO of Orchestrum Technologies LLP and inventor of AgenticOrg, Grantex, and CaseOps.
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