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Finance & Accounting · AI accelerator

AR Automation

Receivables, dunning and cash-application agent.

85–95%
Cash auto-applied
−8 to −12 days
DSO reduction
−30%
Past-due receivables
3–6 months
Payback period
Ar
AR Automation
FIN · No. 5 of 117
What it does

AR Automation in production

  • Applies incoming cash to open invoices automatically
  • Matches remittances from e-mail, lockbox and portals
  • Sends tiered dunning reminders by customer segment
  • Predicts late payers and prioritises collector calls
  • Captures disputes and short-pays for resolution
  • Refreshes DSO and ageing dashboards daily
See it in a use caseHealthcare revenue cycle →

45-second film: the AR Automation tile, an animated mockup and the KPI impact.

How it ships

Live in 6–9 weeks, inside your perimeter

Deployment options
On-premise (air-gapped)Private cloudManaged cloudHybrid
Integrates with
SAP S/4HANAOracle FusionNetSuiteSalesforceStripeZoho Books
Technology stack
PythonMistral 7B / Llama 3.1QdrantApache AirflowSnowflake
Compliance & security
SOXIFRSGAAPISO 27001SOC 2 Type IIGDPR · DPDP
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See AR Automation running inside your environment

A 20-minute technical walkthrough, no slides. Ships in 6–9 weeks.

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