Contract evaluation frameworks, vendor scoring criteria, IP ownership clauses, and pricing benchmarks for enterprise AI platform deals — from former AI vendor executives who now advise buyers exclusively.
The enterprise AI procurement landscape is unlike anything that has come before it. Vendors are writing contracts that harvest your proprietary data to train competing models, claim ownership over outputs your team generates, and embed pricing mechanisms that can multiply costs by 10x as usage scales. Meanwhile, procurement teams trained on traditional SaaS and on-premise licensing frameworks are signing these agreements without understanding what they contain.
Our AI Procurement Checklist draws on 200+ AI vendor contract reviews conducted since 2022, covering OpenAI, Microsoft Copilot, Google Gemini, AWS Bedrock, Salesforce Einstein, ServiceNow AI, and emerging vertical AI platforms. Our consultants have held senior commercial positions inside the vendors that now compete in the AI market — which means this checklist reflects insider knowledge of exactly where the traps are set and how to negotiate around them.
What You'll Learn
Inside This Paper — 7 Chapters
Who This Is For
CIOs and CTOs evaluating enterprise AI platform investments exceeding $500K annually
IT Procurement and Legal teams reviewing AI vendor contracts for the first time
CFOs and Finance leaders concerned about AI cost escalation and budget unpredictability
Chief Data Officers and General Counsels managing AI data governance and IP risk
"We were about to sign a Copilot 365 agreement that contained a clause allowing Microsoft to use our document corpus for model training. Atonement Licensing's review — based on exactly this checklist — caught it before signature and negotiated it out entirely. The engagement cost a fraction of what the IP exposure would have been."Chief Legal Officer — Global Professional Services Firm
For advisory support applying these frameworks to your specific AI procurement, see our AI Procurement Advisory practice. For Microsoft-specific intelligence, see our Microsoft Advisory page. You may also find our AI Contract Red Flags research useful as a companion guide.
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Atonement Licensing · 48 pages · Enterprise AI Contract Intelligence
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