Automating accounts payable with a Custom AI agent
Challenges
- Manual invoice management prone to delays and errors
- Time-consuming approval workflows requiring significant human oversight
- Payment scheduling inefficiencies straining finance operations as transaction volume grew
AI Implementation
Peak Advisory designed and deployed a custom Accounts Payable (AP) AI Agent for an NDIS service provider, combining natural language processing, computer vision, and machine learning in a modular architecture.
- Automated Data Extraction — A data ingestion module uses OCR and API integration to extract data directly from invoices, purchase orders, and supplier communications.
- Intelligent Validation & Approval Routing — A validation engine cross-verifies invoice data against ERP records (vendor codes, GL mappings, purchase orders), while decision logic classifies transactions, flags anomalies, and routes approvals according to policy rules. Once validated, entries are posted to the ERP and payment workflows are triggered automatically.
Results & Benefits
- Stronger Risk & Control — Role-based access and encryption protocols safeguard sensitive financial data, with full audit trail logging for every automated action.
- Faster, More Accurate Processing — Automating invoice validation and approval routing reduced manual effort and errors, while human review checkpoints remained in place for exceptions and high-value transactions, delivering efficiency without compromising financial control.
