AI Invoice Routing Agent

Automating Invoice Triage with AI
Intelligent capture and vendor matching
The agent extracts header and line-level invoice data using OCR and NLP, then matches against your vendor master with fuzzy logic to identify suppliers accurately—even with name variations or missing details.
GL auto-coding with confidence scoring
Rules-based defaults and ML-driven suggestions assign the correct chart of accounts, cost centers, and project tags automatically, applying codes above confidence thresholds and flagging lower-confidence items for human review.
Dynamic approval routing and exception handling
Invoices route through your delegation of authority matrix based on amount, category, and department—while exceptions like price variances or missing POs queue with full context for fast resolution.
How Cassidy automates using AI
Step 1: Trigger on invoice arrival
The Workflow activates when an invoice hits your AP inbox, supplier portal, or upload folder—capturing PDFs, scanned images, and e-invoicing formats like cXML or PEPPOL.
Step 2: Extract and normalize invoice data
Cassidy's AI extracts header and line-level fields—vendor name, invoice number, amounts, PO references, tax details—and normalizes everything to a canonical schema with confidence scores for each field.
Step 3: Match vendor and detect duplicates
The Workflow cross-references your vendor master using fuzzy matching on legal names, tax IDs, and remit-to addresses, while flagging potential duplicates based on invoice number, amount, and date heuristics.
Step 4: Apply GL coding and distributions
Cassidy applies vendor defaults and keyword-based rules, then layers ML suggestions learned from historical coding patterns. High-confidence codes auto-apply; lower-confidence items route for human confirmation with suggested options.
Step 5: Execute PO and receipt matching
For PO-backed invoices, Cassidy performs 2-way or 3-way matching against purchase orders and receiving documents, applying your tolerance thresholds. Clean matches flow through; variances queue as exceptions with linked context.
Step 6: Route for approval
The Workflow dynamically routes invoices through your approval matrix based on amount thresholds, GL account, department, and vendor risk—supporting sequential or parallel approvals, escalations, and mobile sign-off.
Step 7: Post to ERP with full audit trail
Once approved, Cassidy creates the vendor bill or journal entry in your accounting system—QuickBooks, Xero, NetSuite, or Sage Intacct—with all coding, dimensions, and an immutable log of extraction values, rule evaluations, and approver actions.
Implement it inside your company
- Hands-on onboarding and support
- Self-paced training for your team
- Dedicated implementation experts
- Ongoing use case discovery
- ROI tracking & analytics dashboards
- Proven playbooks to get started fast


