Continuous Autonomous Reconciliation & Statutory Operations
Engagement Blueprint · Operations & ERP Core (Tied to Neno ERP)
The Operational Problem
Back-office operations in mid-market and enterprise businesses are plagued by repetitive human verification cycles. Finance and operations teams drown in vendor invoices, missing purchase orders, manual GST/tax reconciliation, and manual bank ledger updates. Month-end financial closes take 10–14 days, obscuring executive cash visibility and risking costly statutory penalties.
Agent Mesh Topology
Coordinated autonomous sub-agents executing specialized domain tasks under a deterministic supervisor state machine.
| Agent Node | Core Engineering Responsibility |
|---|---|
Invoice Ingestion & OCR Agent | Extracts multi-currency line items, tax IDs, and payment terms from scanned bills and PDFs with 99.7% OCR precision. |
3-Way Match & Fraud Agent | Cross-checks vendor invoices against Purchase Orders (POs) and Goods Received Notes (GRNs), flagging price discrepancies. |
Bank Reconciliation Agent | Matches bank transaction streams against ERP journal entries in real-time, handling FX fees and partial settlements. |
Statutory Tax & Compliance Agent | Validates vendor GST/VAT registration, checks withholding tax obligations, and pre-populates filing reports. |
Executive Reporting Agent | Synthesizes cash flows, accounts payable aging, and working capital forecasts into natural-language briefings. |
Orchestration Pattern
Deterministic Transaction Pipeline with Human-in-the-Loop Thresholds. Operations follow a strict automated rulebook: transactions below pre-set dollar limits with perfect 3-way match are reconciled autonomously. Discrepancies, tax rate mismatches, or high-value disbursements automatically halt and generate a 1-click approval alert for the CFO.
End-to-End Execution Flow
Step-by-step event loop from inbound trigger to verified transactional completion.
Multi-Channel Document Ingestion
Listens to dedicated finance inboxes, vendor portals, and EDI feeds, parsing incoming invoices instantly.
Automated 3-Way Matching
Verifies bill items against inventory receipts and ERP purchase orders to detect duplicate charges or overbilling.
Real-Time Ledger Posting
Creates double-entry journal records in Neno ERP or SAP, applying appropriate cost center tags and tax codes.
Continuous Bank Reconciliation
Matches bank statement feeds daily, categorizing merchant fees, interest, and international transfers.
1-Click Statutory Filing & Reporting
Generates audited tax returns, balance sheet summaries, and cash flow forecasts ready for CFO sign-off.
Full Stack Architecture
Production stack components configured for horizontal scalability, sub-second latency, and data isolation.
What We Deliver
A turnkey autonomous finance and operations back office connected directly to your existing banks and accounting software. Includes automated OCR pipelines, 3-way matching rules, statutory tax filing templates, CFO alerting systems, and complete ledger export tooling.
Target Outcome Model
Engineered for mid-market and enterprise businesses demanding continuous operational closure without headcount scaling.
Zero-tolerance for financial errors and edge-case exceptions. Unlike marketing copy where a small variation is acceptable, accounting requires 100% precision. We build a dual-verification architecture: an LLM extracts and normalizes unstructured invoice data, but all calculations, tax rates, and ledger balances are strictly evaluated by deterministic arithmetic engines that reject any transaction that doesn't balance to the cent.
Ready to deploy this capability into production?
Work directly with Neno Technology's forward-deployed engineering squads to scope, build, and deploy this blueprint inside your cloud environment.
Talk to the engineering team