For finance leaders
What AI costs, how to control it, and the evidence finance needs before relying on it.
For HR and people leaders
Hiring for AI talent, assessing judgment in AI-assisted work, and the skills each level now needs.
For anyone buying AI
Who offers what, what their claims rest on, and the questions to ask before you sign.
Shared across the centers
File evidence
See the metadata, editing traces and provenance signals a file carries.
AI fluency training
Realistic scenarios that train people to check, disclose and escalate AI-assisted work.
Rules and failures
The rules, cases and failures that shape how organizations may use AI, each checked against its source.
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CoE | Vendor Intelligence
Orientation, not legal or accounting advice.
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