Reconcile AR remittances and invoices for a National Carrier
AR remittances and invoices are reconciled end-to-end with audit-ready trails.
Workflow snapshot
At the start of each day, the agent ingests bank credits to keep a current cash ledger.
When AR receives a remittance, it is classified and the agent extracts structured fields (payer, totals, line items, dates, reference numbers) and checks them against bank activity.
Open invoices are pulled from the accounting system, matched to the remittance, and applied postings are written back.
Volume: 1,200 remittance documents monthly across 100+ document types.
Key outcomes
Cuts manual overhead while keeping finance in control of exceptions and approvals.
- Payer formats normalized with enrichment for missing details.
- Payments auto-matched to deposits and open invoices with confidence scoring.
- Variance cases routed to finance with evidence for quick resolution.
- Nightly reconciliation keeps cash applied and aging clean without manual backlog.
Controls applied
Scoped access and traceability keep reconciliations compliant and reviewable.
- Confidence thresholds and variance rules gate auto-apply.
- Escalations include source captures for mismatches or missing line items.
- Audit-ready logs track ingestion, matching, and posting activity.
Data and integrations
Connectivity stays least-privilege with clear read/write scopes.
- Pulls bank remittances, lockbox files, and payer portal data through secure connectors.
- Enriches with ERP customer masters, open AR, and deposit feeds.
- Writes status, notes, and applied amounts back into AR with trace IDs.
Exception handling and governance
Finance retains oversight without keying each remittance.
- Below-threshold confidence opens review queues with side-by-side evidence.
- Policy routing assigns exceptions by customer, region, or variance type.
- Every decision is replayable with source files, extracted fields, and matching rationale.
Rollout checklist
Start narrow, then widen once variance detection and routing are stable.
- Catalog top payer formats and bank feeds while capturing edge cases and required fields.
- Set variance thresholds, approval owners, and escalation SLAs.
- Pilot in one business unit before expanding to all payers.
Ready to explore
Map this to your workflows
Walk through your back-office operations, systems, volumes, and guardrail requirements. We'll map the workflow, controls, and rollout plan.