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Behavioral AI for Payment Flow

Payment Flows that Catch Costly Errors

Behavioral AI that extends into the payment run itself, giving Finance, Treasury, and AP one view across every system, and catching the duplicates and errors hiding between them.

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.

The errors that get through sit between systems and teams. A duplicate paid by two business units, an amount that only looks wrong against the vendor’s history, an approval nobody questioned because each team saw only its step.

Automating the run won’t find them. Catching errors takes context that spans every system and team the payment touches.

How It Works

AI Catches What Procure-to-Pay Can't

Automated Duplicate Invoice Detection

Trustmi's duplicate invoice detection weighs the invoice number, amount, date, and payment history together rather than matching one field. A re-sent invoice surfaces even when nothing matches exactly.
Automated Duplicates Payment Flow

Cross-Entity Duplicate Payment Detection

The hardest duplicate is the one two business units paid separately. Trustmi recognizes a vendor listed under different names as one vendor, so the second payment gets caught before it goes out.
Cross-Entity Duplicate Payment Detection

One Unified View

Growth by acquisition leaves most enterprises paying from more than one ERP, and no single system that sees all of it. Trustmi pulls payment, invoice, and vendor data from 30+ connected systems into a single view, so Finance sees the whole process.
Bank Ownership Payment Flows

A Verdict on Every Payment

Every payment in the run gets a risk score and a clear Safe or Unsafe verdict before execution. Safe transactions clear automatically. Anything else is held with the evidence attached: what was flagged and why.

For Finance leaders, this means faster close cycles, fewer payment reversals, and a documented control record for audit and compliance.
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 payment errors across its customers.

20x+ ROI

By eliminating human errors and duplicate payments alone.

6 Hours to Minutes

Payment run validation that took a morning now finishes in minutes.

Built on Trustmi Payment Security

Payment Security covers the fraud, but errors are a different problem. Same engine, same data, different failure. Payment Flows catches what was never an attack, but costs just as much.

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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