AI Finance Agents for Medical Device Companies | ChatFin
Built for Medical Device Finance

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.

Chargeback ValidationDistributor DeductionsLanded CostIntercompanyAny ERPHuman Review
chatfin agents on your ERP, live
// Connection
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
Same agents, same deployment, across every major ERP
SAP ECCSAP S/4HANASAP Business OneOracleJD EdwardsDynamics 365NetSuiteSageInfor
SAP ECCSAP S/4HANASAP Business OneOracleJD EdwardsDynamics 365NetSuiteSageInfor

Configured for the industry

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.

🧾
Chargeback Validation
The hardest problem

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.

distributor claimscontract matcheligibilityexceptions only
📄
Accounts Payable
Receipt to posting

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.

inbox monitoring3 way matchduplicate detectionapproval routing
💵
Accounts Receivable
Collections and cash

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.

cash applicationdunningdispute routingprioritization
📦
Procurement and Inventory Cost Validation
Margin protection

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.

landed costtariff accrualsPPVleakage
🌐
Intercompany Reconciliation
Before month end

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.

multi entitycurrencytimingauto reports
📊
Financial Close
Faster month end

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.

balance sheet reconflux analysisbank postingvariance

Why this industry is different

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.

📉
Chargebacks and deductions leak margin
The claims drain

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.

chargebacksrecovery
🏭
Cost hides across the supply chain
The landed cost trap

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.

landed costtariffs
🏢
Many entities, one close
The consolidation load

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.

intercompanymulti ERP

Technical specification

How ChatFin connects to your ERP

AttributeDetail
ERPs supportedSAP ECC, SAP S/4HANA, SAP Business One, Oracle, JD Edwards, Microsoft Dynamics 365, NetSuite, Sage, Infor and other leading systems
Multiple instancesRuns across single or multiple ERP instances, common after acquisitions, without forcing consolidation first
API protocolERP REST and SOAP APIs plus OData feeds for analytics, or the native connector for each ERP
AuthenticationOAuth 2.0 or a dedicated service account with role based access limited to authorized data
Write back methodJournal entries, AP invoices and AR receipts posted through native endpoints with full audit logging
Human reviewEvery AI proposed posting is reviewed by your team before it reaches the ledger
Data accessedGL, AP, AR, bank, PO, receipts, vendor and customer master, pricing, contracts and financial periods
Customizations requiredNone to your ERP. ChatFin sits on top as the AI layer and connects alongside your finance team
Deployment timeFirst production agent live in weeks, not months, then expanded to new processes over time

Results

What medical device teams see on ChatFin

Weeks
To your first live agent
A production ready agent, not a months long ERP project
85%
AP touchless
Supplier invoices matched and posted without a human touch
Exceptions
All your team reviews
Chargebacks validated in bulk, only the flags reach a person
Faster
Month end close
Reconciliation and intercompany cleared before close begins

Deployment

From your ERP to a live finance agent in weeks

1
Week 1

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.

Entity and ERP instance mapping
Chargeback and deduction rule review
AP workflow and approval audit
Close calendar and pain point scan
2
Weeks 2 to 4

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.

Secure connection with role based access
Company policies and business rules taught
Matching and validation logic defined
Parallel validation run before go live
3
Month 2 onward

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.

First production cycle with human review
Recovery and touchless rates climb monthly
New processes added continuously
Dedicated ChatFin finance ops contact

From the ChatFin library

Related reading

Chargebacks
AI Chargeback Defense and Autonomous Dispute Resolution

How ChatFin validates claims, protects margin and builds the evidence to recover invalid deductions.

Read more
AP Automation
Best AI Agents for Accounts Payable

How finance teams reach touchless AP on supplier invoices with three way matching and exception handling.

Read more
Close
Best Financial Close Automation Software

The tools shortening the close, and where autonomous agents pick up what native ERP features cannot.

Read more

See AI in Action

In 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.

Talk to ChatFin about medical device finance
30 minute discovery call