AI Finance Agents for Medical Device Companies
ChatFin deploys AI agents that automate finance operations across AP, AR, chargebacks, close and shared services, without replacing your ERP. Fine tuned for mid sized and enterprise medical device companies and configured for the workflows the whole industry shares. Your team only teaches company policies, approvals and business rules.
erp: SAP, Oracle, NetSuite, JD Edwards, Dynamics, Sage
auth: OAuth 2.0 or service account, role based access
write: Journal entries, AP, AR, with human review
// Tonight
22:12 AP 318 supplier invoices matched, 86% auto
23:40 CBK 1,240 distributor chargebacks validated
01:20 CASH Remittances applied, deductions coded
06:00 PACK Landed cost and margin pack ready
AI agents built around medical device finance
Medical device companies share the same finance shape. They sell through large distributors such as McKesson, Cardinal Health, Owens and Minor and Medline, and they run complex chargebacks, rebates, distributor deductions, intercompany transactions, landed costs, inventory movements and multiple legal entities. Instead of generic AI built from scratch, ChatFin ships agents already configured for these workflows.
Distributor claims validated against contracts, pricing agreements, ERP invoices, product master, sales orders, eligibility rules and effective dates. Instead of checking thousands of claims by hand, your team reviews only the exceptions the AI flags.
Supplier invoices captured from the AP inbox, data extracted, matched two way and three way against POs and receipts, duplicates caught, exceptions handled and approvals routed. Accrual recommendations drafted for missing invoices.
Dunning and statements sent, the shared AR inbox managed, cash applied, payments matched, disputes routed and credit memos validated. Collection follow up prioritized so the team works the accounts that matter first.
Costs checked across POs, goods receipts, supplier invoices, intercompany selling prices, landed cost entries, freight and tariff accruals. Surfaces purchase price variances, missing landed costs, incorrect tariff allocation and margin leakage.
Intercompany invoices matched across entities, missing transactions identified, currency and timing differences resolved, unmatched balances flagged and reconciliation reports prepared, so the close is not waiting on cross entity cleanup.
Balance sheet reconciliations, flux analysis, journal entry preparation, accrual support, variance explanations, close task monitoring and missing document follow up. Automated bank posting matches transactions to open invoices and remittances.
The work that quietly drains medical device finance
Finance teams in medical device companies spend thousands of hours a year collecting data from multiple systems, validating documents and applying business rules. Three problems drive most of it.
Distributors pay net of chargebacks, rebates and deductions, and validating each claim against contracts and pricing by hand is the single biggest manual load in medical device finance. Invalid claims slip through and margin is lost quietly. ChatFin validates every claim and flags the disputable ones with evidence.
Freight, tariffs and landed cost components get recorded late or not at all, and inventory posted without them erodes margin before anyone notices. ChatFin reads POs, receipts, invoices and cost entries together and surfaces the variances instead of leaving them buried.
Acquisitions leave medical device groups running several ERP instances and many legal entities. Intercompany matching, currency and timing differences stall the close every month. ChatFin reconciles across entities continuously so month end is not the first time the numbers meet.
How ChatFin connects to your ERP
| Attribute | Detail |
|---|---|
| ERPs supported | SAP ECC, SAP S/4HANA, SAP Business One, Oracle, JD Edwards, Microsoft Dynamics 365, NetSuite, Sage, Infor and other leading systems |
| Multiple instances | Runs across single or multiple ERP instances, common after acquisitions, without forcing consolidation first |
| API protocol | ERP REST and SOAP APIs plus OData feeds for analytics, or the native connector for each ERP |
| Authentication | OAuth 2.0 or a dedicated service account with role based access limited to authorized data |
| Write back method | Journal entries, AP invoices and AR receipts posted through native endpoints with full audit logging |
| Human review | Every AI proposed posting is reviewed by your team before it reaches the ledger |
| Data accessed | GL, AP, AR, bank, PO, receipts, vendor and customer master, pricing, contracts and financial periods |
| Customizations required | None to your ERP. ChatFin sits on top as the AI layer and connects alongside your finance team |
| Deployment time | First production agent live in weeks, not months, then expanded to new processes over time |
What medical device teams see on ChatFin
From your ERP to a live finance agent in weeks
Find your highest impact bottleneck
ChatFin maps your ERP setup, entity structure, chargeback and deduction flow, AP workflow and close calendar, then identifies where an agent returns value fastest.
Connect and configure the agent
Read and write access established through your ERP APIs. Matching rules, chargeback logic, tolerances and approval thresholds set with your finance team, then validated in parallel against known periods.
Go live and expand
The agent goes into production with human review on every posting. Touchless rates climb, chargeback recovery ramps, and new processes or entities are added as the team builds trust.
Related reading
How ChatFin validates claims, protects margin and builds the evidence to recover invalid deductions.
Read moreHow finance teams reach touchless AP on supplier invoices with three way matching and exception handling.
Read moreThe tools shortening the close, and where autonomous agents pick up what native ERP features cannot.
Read moreIn a few weeks, put your medical device finance team on autopilot.
ChatFin connects to your live ERP, finds your highest impact finance bottleneck and deploys a production ready agent tailored to your medical device workflows. Chargeback validation, autonomous AP, procurement cost checks, intercompany reconciliation and close, without replacing the systems you already run.
Works on SAP, Oracle, NetSuite, JD Edwards, Dynamics 365, Sage and more. No ERP replacement.
Distributor chargeback and deduction validation built in, so margin is not silently lost.
Human review before every posting. Full ERP audit trail on write back.
First production agent live in weeks. New processes added continuously.