Resource library Masterclass · On demand

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

Five sessions, on demand

About 45 minutes in total. Watch it all in one sitting, or jump straight to the session you need.

  • Frameworks you can apply to your own data
  • Practical, no-fluff guidance from the Mithra team
  • Free, instant access, watch at your pace
See the agenda
Who it's for

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.

The agenda

Five sessions, one clean foundation.

01
8 min

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.

02
10 min

Extracting and connecting fragmented data

Bringing spend together from every ERP, P2P system, and flat file, without rip-and-replace.

03
9 min

Classification and taxonomy that holds up

Building a procurement-native taxonomy and classifying every line consistently, with evidence.

04
9 min

Supplier normalization at scale

Harmonizing a messy supplier master into one trusted view, and why it unlocks consolidation.

05
9 min

Governing for trust, and for AI

Keeping the foundation clean as spend evolves, so agents can act on data you can defend.

Your host

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 RaoufiRasa RaoufiMithra

Want it applied to your own data?

Beyond the masterclass, we'll run your spend through Mithra's agents and show you exactly where your foundation stands.