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AI depreciates, context appreciates.

AI depreciates, context appreciates.

by Daniel Kube | Sep 9, 2026 | Blog Post, CPQ, Revenue Operations, Thought Leadership

In a working session last week on why generic AI keeps failing at pricing precision, I landed on four words. In a working session last week on why generic AI keeps failing at pricing precision, I landed on four words: AI depreciates, context appreciates. I posted them...
Most enterprise deals are not lost. They are mis-shaped.

Most enterprise deals are not lost. They are mis-shaped.

by Daniel Kube | Jul 1, 2026 | AI and Finance, Blog Post, Revenue Lifecycle Management, Thought Leadership

Executive summary Enterprise deals rarely fail in the negotiation. Instead, they are mis-shaped months earlier, in the unstructured phase where complex solutions are designed. The damage hides in the Missing Mile, the ungoverned gap between what sales quoted and what...
Revenue Architecture 2.0: A Human-Led Control Plane for Enterprise Revenue in the AI Era

Revenue Architecture 2.0: A Human-Led Control Plane for Enterprise Revenue in the AI Era

by Daniel Kube | Mar 17, 2026 | Blog Post

Table of Contents Executive Summary Revenue Architecture 2.0: The Thesis The Stakes: Why 2026 Is a Defining Year Why Legacy CPQ Is Now a Strategic Liability The Solution: Human-Led, AI-Augmented Infrastructure servicePath™: Built for This Moment What Winning Looks...

Recent Posts

  • AI depreciates, context appreciates. September 9, 2026
  • Your CPQ Vendor Was Acquired: 7 Questions to Ask Before Renewal September 3, 2026
  • Salesforce CPQ is not end of life. That is the harder problem. September 1, 2026
  • Your Q4 quotes are next year’s audit file August 25, 2026
  • Hybrid pricing pays. Until the deal changes. August 18, 2026

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