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Behavioral AI for Payment Flow

Payment Flows that Catch Costly Errors

Behavioral AI that extends beyond fraud detection and into the payment run itself, catching duplicate invoices, mismatches, and errors with automated duplicate invoice detection.

Trustmi Payment Flows Product Page Hero
Trusted by leading finance and security teams
The Problem

Clean Approvals, Expensive Mistakes

0.8-2%
of enterprise payments are duplicates or errors
Source: APQC Accounts Payable Key Benchmarks 2026
$8M
lost per $1B a year, even by top performers
Source: Trustmi analysis of APQC 2026 data

The procure-to-pay process catches a lot, but not everything. At enterprise volume, that adds up fast.

These errors happen in a lot of ways. A duplicate gets paid because the same invoice looks slightly different in two systems. A wrong account gets paid because the change request looks routine. An overpayment clears because the variance was small enough to pass.

These aren’t fraud, but they cost just as much.

How It Works

AI Catches What Procure-to-Pay Can't

Automated Duplicate Invoice Detection

Trustmi's duplicate invoice detection compares every payment against your invoice and payment history, catching the one where the number, amount, or date shifted just enough to clear the rule. Mismatched amounts and currency errors surface the same way.
Automated Duplicates Payment Flow

Cross-Entity Duplicate Payment Detection

The hardest duplicate is the one two business units paid separately. Trustmi compares payment data across 30+ connected systems at once, including SAP and Oracle, so a vendor listed under different names gets recognized as one.
Cross-Entity Duplicate Payment Detection

Beyond Bank Account Ownership

Most validation tools confirm an account is real and open. Trustmi confirms it belongs to the vendor being paid, matching it against how that vendor has been paid before. That check runs on every payment in every run—not just once at onboarding.
Bank Ownership Payment Flows

A Verdict on Every Payment

Every payment gets a risk score and a clear Safe or Unsafe verdict. Trustmi clears low-risk transactions automatically and flags exceptions for human review, so your AP team executes the run with confidence instead of auditing line by line.
A Verdit for Every payment Trustmi Payment Flow
New from Trustmi

Meet the AP Diligence Agent

This AI agent turns payment run review from hours of manual checking into minutes. It ingests the batch, scores every payment, clears what’s safe, and routes the exceptions with full context on what it flagged and why. Ask it questions in plain language, and it’ll produce the payment run report on demand.

Measurable Results

Errors Caught, Hours Returned

$5B Errors Prevented

Trustmi caught $5B in human payment errors across its customers.

20x+ ROI

By eliminating human errors and duplicate payments alone.

6 Hours to Minutes

Payment run validation that used to take a morning now finishes in minutes.

Built on Trustmi Payment Security

Payment Security covers the fraud, but what about errors? Errors are just as costly, so Payment Flows extends the same Behavioral AI into the payment run itself, catching the duplicate invoices, overpayments, and mismatched amounts that clear every approval.

FAQs

Have questions about payment errors and Trustmi’s Payment Flow? Start here.
$240 Billion Secured

Protecting businesses globally against socially engineered fraud and errors.

Up to 2.5% of Budget Saved

By Eliminating Fraud and Payment Errors

From Hours to Seconds

Manual Process Time Reduced

$240 Billion Secured

Protecting businesses globally against socially engineered fraud and errors.

Up to 2.5% of Budget Saved

By Eliminating Fraud and Payment Errors

From Hours to Seconds

Manual Process Time Reduced

Eliminate B2B Payment Fraud Today
See It In Action
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