Procurement data quality for AI-ready teams.
A free, on-demand masterclass on the practical path from raw, fragmented spend data to a clean, governed foundation your dashboards, your team, and your AI agents can actually trust.
- 5 sessions · about 45 minutes total
- Frameworks you can apply to your own data
- Free, instant access, watch at your pace
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Free to watch. Takes 10 seconds to register.
For the teams being asked to make procurement "AI-ready".
Every procurement leader is under pressure to adopt AI. But agents are only as good as the data beneath them, and most spend data isn't ready. This masterclass is for procurement and data teams who want to fix the foundation first, the right way.
Five sessions, one clean foundation.
Why AI fails on dirty spend data
What "AI-ready" really means, and the data problems that quietly break every agent and dashboard built on top.
Extracting and connecting fragmented data
Bringing spend together from every ERP, P2P system, and flat file, without rip-and-replace.
Classification and taxonomy that holds up
Building a procurement-native taxonomy and classifying every line consistently, with evidence.
Supplier normalization at scale
Harmonizing a messy supplier master into one trusted view, and why it unlocks consolidation.
Governing for trust, and for AI
Keeping the foundation clean as spend evolves, so agents can act on data you can defend.
Taught by the Mithra team.
"Most teams don't have an AI problem, they have a data problem. Get the foundation right and the AI part gets a lot simpler."
Rasa RaoufiMithraWant it applied to your own data?
Beyond the masterclass, we'll run your spend through Atlas and show you exactly where your foundation stands.