Your team owns the build.
Learn through courses, practical training and workshops. Get feedback as you apply the lessons to your own project.
Explore courses and workshops ↗Give analysts explainable suggestions and a visible queue for uncertain items.
What makes a category useful? Which descriptions are ambiguous? Who owns taxonomy changes and exceptions?
Preserve entity and period information. Do not use a supplier's general industry as proof of every transaction's purpose.
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 spend area with a reviewed historical sample before classifying a broader extract.
Measure classification corrections, unresolved items, analysis distortion and reviewer time.
Save approved classifications with their source references and record corrections for future evaluation.
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.
Learn through courses, practical training and workshops. Get feedback as you apply the lessons to your own project.
Explore courses and workshops ↗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 invoice-to-order match evidence so reviewers can resolve quantity, price and receipt differences efficiently.
Explore this solution ↗Looking for a course, help with a difficult problem, or someone to build a solution? Tell us where you are and what you'd like to do next.