Customers and Partners Need to Answer Hard Cost Questions as They Move AI Into Production

Welcome to this Cloud Wars Agent and Copilot minute. In these discussions, I’ll be analyzing opportunities, impact, and outcomes possible with AI. Today, I address shifting economics of AI consumption. It’s a follow-on to my last video on the cost of AI.

Highlights

0:15 — Microsoft’s FY27 partner program, announced in July, emphasizes Azure incentives, consumption, and consumed revenue growth. Microsoft is encouraging partners to move AI initiatives from experimentation into production with governance, guardrails, and security. Consumption does not necessarily equal customer value; costs can rise significantly without a corresponding ROI.

2:06 — ChatGPT, Claude, and Copilot are consumption-based models that may limit usage or increase costs as adoption grows. Technology owners ask, “Can it work?” Business owners ask, “Does it create value?” Finance asks, “Do the economics make sense at scale?” Economic governance should define who can stop or modify an AI system when consumption becomes too expensive.

5:17 — These are key questions to consider: What does the current business process cost, and what will AI consumption cost during pilot, expected adoption, and full-scale adoption? Is increased consumption producing measurable business outcomes? How much is the organization willing to spend, where is the benefit, and who protects the customer and the organization from uncontrolled cost?

More of my AI insights:

• Amid Rapidly Expanding AI Usage, Policies Are Key To Maintaining Customer Trust
• Microsoft Partners Must Address Buyers’ Specific Business Problems
• 3 Ways Microsoft Partners Can Address Growing AI Backlash
• AI’s Impact on the Customer Journey Drives Need for Deep, Differentiated Content

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