Industries

Different Industries Break in Different Places.

The order-to-cash process fails for different reasons depending on how you sell, who pays you, and how complex your billing is. Each industry also has a favorite wrong process to automate. We find the one that's actually holding your cash — then guide you to the right solution or build it.

Manufacturing

The problem

High invoice volume, complex pricing, deductions and chargebacks that nobody has time to research. Short-pays get written off because investigating costs more than the balance.

Commonly automated by mistake

Automating dunning emails while deductions go unresearched — chasing customers who already paid what they believed they owed.

Where automation actually pays

Auto-matching remittances against complex pricing, deduction classification by root cause, and reporting that surfaces which customers systematically underpay — so you renegotiate from data instead of intuition.

Distribution & Wholesale

The problem

Thin margins, high volume, credit exposure concentrated in a handful of accounts. One bad customer can erase a quarter of profit.

Commonly automated by mistake

Automating collections outreach across the whole ledger when the entire risk sits in five accounts that need credit decisions, not more emails.

Where automation actually pays

Risk scoring built on your own payment history, dynamic credit limits, and escalation that triggers before an account becomes uncollectible.

Healthcare & Medical Services

The problem

Payer mix complexity, denials, patient balances, and remittances that arrive in formats no accounting system was designed to read.

Commonly automated by mistake

Automating patient statements while denials go unworked — the smaller balance gets the technology and the larger one gets ignored.

Where automation actually pays

Automated remittance parsing, denial pattern analysis, and reporting that separates payer performance from patient collections so each gets the right workflow.

Professional Services

The problem

Billing tied to time and scope disputes. Invoices sit unpaid because clients question the detail, not the total.

Commonly automated by mistake

Automating reminders on invoices that are in dispute — which accelerates the argument, not the payment.

Where automation actually pays

Dispute-cause analytics, clean invoice presentation, and follow-up sequences that resolve questions before they become 90-day balances.

Construction & Contracting

The problem

Retention, progress billing, lien deadlines, and pay-when-paid chains that make aging reports nearly meaningless.

Commonly automated by mistake

Automating aging-based collections when the aging report itself is wrong — retention and milestone timing make standard buckets meaningless.

Where automation actually pays

Project-level receivables intelligence: retention tracking, milestone billing accuracy, and deadline-aware collections prioritization.

SaaS & Subscription

The problem

Failed payments, involuntary churn, and expansion revenue buried in billing data nobody reports on.

Commonly automated by mistake

Automating invoice delivery when the real leak is failed card payments quietly churning paying customers.

Where automation actually pays

Payment-failure recovery automation, churn-risk scoring from payment behavior, and expansion signals routed to your sales team.

Not listed?

If You Invoice Customers, We Can Help.

Our recommendations come from your data, not from an industry playbook. If your business bills customers and waits to get paid, the same sequence applies — assessment first, then data preparation, then the right solution: bought, configured, or built.

Find Out What's Actually Worth Automating.

A free 30-minute consultation with a former CFO who understands your industry's receivables reality — and will tell you which processes to leave alone.

Schedule a Free O2C Consultation

Or call directly: (520) 505-0141