Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Give the reviewer a traceable discrepancy packet and the exact question needed to resolve it.
Which tolerances are formally approved? Who confirms receipts? How are order amendments and split invoices represented?
Keep units, currencies and partial-receipt timing explicit. AI cannot approve a mismatch simply because the amounts are close.
We use these answers to agree on integration boundaries, responsible reviewers, access controls and a definition of done. The proposal identifies dependencies and what is included before implementation begins.
Pilot one purchasing category with historical matched and unmatched cases, keeping exception approval manual.
Measure false matches, missed differences, investigation time and unresolved-item aging.
Record the approved match or exception and route unresolved items to the responsible owner.
Document the owner, support path and recovery procedure. Define how the workflow behaves when information is incomplete, access fails or a reviewer declines the proposed result. Agree on what needs fresh validation after a model or integration change.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗Prepare consistent category suggestions from transaction evidence so analysts can review the exceptions.
Explore this solution ↗Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.