Invoice processing required information to be gathered, validated, and moved through multiple manual steps before an invoice could be completed.
Finance & Billing Operations
Turning Manual Invoice Processing into an AI-Driven Approval Workflow
Automates invoice preparation, validation and exception routing, cutting invoice turnaround from 5–7 days to under 24 hours.
Company Context
Commercial Construction & Contracting
Built With
Deterministic validation and routing logic for exception handling.
Capabilities Demonstrated
AI AgentsWorkflow OrchestrationHuman-in-the-LoopBusiness-Rule ValidationEnterprise System IntegrationAutomated ActionsAuditabilityEvaluation & Observability
An AI-driven workflow that moves an invoice from raw data to executed action: Gathers Data → Validates → Detects Exceptions → Prepares Invoice → Routes for Approval → Executes. Routine invoices move through the workflow automatically, while exceptions are surfaced for human review and approval.
Key Capabilities
Gathers the data required for each invoice automatically
Validates invoices against business rules before they move forward
Detects exceptions and routes them for human review rather than forcing them through
Prepares and routes routine invoices for approval automatically
Executes downstream system updates once an invoice is approved
A 50% reduction in manual invoice-processing effort.
Invoice turnaround reduced from 5–7 days to under 24 hours.
Human-in-the-loop review for every detected exception
Deterministic validation and routing logic for business rules, kept separate from AI reasoning
Full audit trail across invoice preparation, validation, exceptions, approval, and execution
Evaluation of validation accuracy over time