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Deterministic AI governance: 5 reasons AI revenue projects fail in 2026, and how to fix each one

Deterministic AI governance: 5 reasons AI revenue projects fail in 2026, and how to fix each one

by Daniel Kube | Aug 7, 2026 | AI and Finance, Blog Post, Revenue Architecture, Thought Leadership

AI can build a quote in seconds. Then a customer asks why the price is what it is, and no one in the room can answer. 40% of enterprises will demote or decommission their autonomous AI agents by 2027, over governance gaps, not technical ones. (Gartner, 2026) That gap...
The Board Question No CRO Wants to Hear: “Can We Audit AI’s Pricing Decisions?”

The Board Question No CRO Wants to Hear: “Can We Audit AI’s Pricing Decisions?”

by Malika Durrani | Feb 18, 2026 | Blog Post

Executive Summary This article explains how to audit AI pricing decisions. It covers why boards will demand this capability by 2026, what auditable governance means, and how to build it into your revenue architecture. Bottom line: Companies that can prove how AI made...
The Quiet Departure: Steel Brick’s Sunset and What It Means for Enterprise Revenue Operations | servicePath™

The Quiet Departure: Steel Brick’s Sunset and What It Means for Enterprise Revenue Operations | servicePath™

by Daniel Kube | Nov 11, 2025 | Blog Post

Executive Summary The SteelBrick CPQ sunset is here. On March 19, 2025, SteelBrick-lineage Salesforce CPQ moved to End-of-Sale for new purchases and upgrades. Innovation now centers on Revenue Cloud Advanced and Revenue Cloud Billing (SalesforceBen). This is not a...
The AI Integration Crisis: Why 95% of Enterprise Pilots Fail (and the Hybrid Solution That Works)

The AI Integration Crisis: Why 95% of Enterprise Pilots Fail (and the Hybrid Solution That Works)

by Malika Durrani | Sep 4, 2025 | Blog Post

Discover why 95% of enterprise AI pilots fail to deliver ROI and learn the hybrid architecture approach that’s helping companies capture $4.4Trillion in AI value. Executive Summary (TL;DR) Here’s the uncomfortable truth about enterprise AI adoption:...

Recent Posts

  • Top 5 best CPQ for technology service providers in 2026, ranked on governance and lifecycle change August 14, 2026
  • The $3.8T PE exit backlog: why cross-selling shouldn’t wait for CRM consolidation August 12, 2026
  • Deterministic AI governance: 5 reasons AI revenue projects fail in 2026, and how to fix each one August 7, 2026
  • Your sovereign cloud offer is a catalogue problem, not a data centre problem August 4, 2026
  • Salesforce CPQ End of Sale: enjoy the rest of summer, but decide before fall planning locks. July 31, 2026

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