What is cash application software?

Cash application software matches incoming payments to open invoices automatically, posts the cleared items to your ERP, and flags exceptions for review. It replaces the manual spreadsheet matching that most AR teams still run today.

How does AI cash application work?

AI reads the remittance document (PDF, email, EDI, or bank portal download), extracts payment details, matches them to open invoices using a mix of deterministic rules and machine learning, and routes exceptions to a human. Vision language models handle new formats without template training.

What match rates should I expect?

ClearMatch runs at 95%+ straight-through processing. Payments move from remittance to posted journal entry in minutes, not hours. Vision language models handle new document formats without template configuration, so accuracy holds even when customer remittance layouts change.

How long does implementation take?

Full rollout, including ERP integration and remittance capture, takes 4 to 8 weeks. First payments are typically matched within days of kickoff. No template training. No dedicated admin required.

Which ERPs does it integrate with?

ClearMatch connects to SAP, Oracle, NetSuite, and Microsoft Dynamics out of the box. Bank statement ingestion supports MT940, CAMT.053, and BAI2 formats. Posting is validated before it touches the ERP.

Can it handle PDFs and unstructured remittances?

Yes. ClearMatch uses vision language models that read documents natively. It handles PDFs, scanned images, email bodies, and portal downloads without template configuration. Accuracy is 99.7% on structured remittance data and 96.6% on complex multi-column tables.

Pricing scales with users, transaction volume, and AI usage. Pilots run on a slice of your AR data so you can measure match rates and time savings before you commit. No upfront template configuration fees.

Is it secure for enterprise finance data?

ClearMatch deploys inside your VPC. Financial data never leaves your cloud boundary. The platform meets ISO 27001 standards, supports SSO/SAML and RBAC, and logs every action for audit.

About Transformance

We're building the Order to Cash Platform for the AI Age

A small team building AI-native order-to-cash automation. No legacy lock-in. No template gymnastics. The product is what we wish had existed when we ran AR ourselves.

Meet the team → FOLLOW ON LINKEDIN

Our mission

Our values.

Six principles that shape how we work, hire, and ship.

Customer Centricity

We obsess over making clients' lives easier solving real problems with practical impact.

Meritocracy

The best idea wins here. We reward impact, not hierarchy.

Focus

We move fast but stay intentional. Energy goes to what truly matters.

Curiosity

We strive to push the boundaries of innovation and always ask why.

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We treat each other with respect, dignity, and care, no exceptions.

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A star team always beats a team of stars. We win together, through trust and shared ownership.

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The Team

Meet the team building the O2C system of action for the AI age

Two co-founders. Decades of enterprise finance, IT, and AI engineering. One mission.

Nick Parenti

Co-Founder

After over 10 years in Finance and IT and being frustrated by legacy enterprise tool stack I decided to build the O2C platform I'd wished I had.

Paul Hanke

Co-Founder

What motivates me is seeing how we help great companies remove complexity and get real results.

Transform potential into performance

Talk to us about your order-to-cash stack. We'll show you what AI-native automation looks like on your real data.

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