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Enterprise AI Implementation Strategy: 95% of AI Projects “Fail”? Good—When You Use Training Wheels on Purpose

Enterprise AI Implementation Strategy: 95% of AI Projects “Fail”? Good—When You Use Training Wheels on Purpose

by Malika Durrani | Sep 9, 2025 | Blog Post

Enterprise AI Implementation Strategy: Turn 95% Failure Rate Into Success A comprehensive guide to enterprise AI implementation strategy that turns failure into strategic advantage through disciplined learning and measured risk-taking Recent MIT research reveals 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:...
Human-in-the-Loop Systems: Drive Revenue, Protect Reputation, and Maximize Profit

Human-in-the-Loop Systems: Drive Revenue, Protect Reputation, and Maximize Profit

by Malika Durrani | Aug 27, 2025 | Blog Post

The Executive’s Strategic AI Implementation Guide This HITL Executive Guide 2026 shows how to govern that hallucination to protect businesses, revenue streams, and profits through strategic human oversight. TL;DR — Executive Summary The Reality Check Every CEO...
AI Vendor Selection & Diminishing Returns | servicePath™

AI Vendor Selection & Diminishing Returns | servicePath™

by Malika Durrani | Jul 3, 2025 | Blog Post

AI Vendor Selection & Diminishing Returns | servicePath™ Home Blog Post AI Vendor Selection & Diminishing Returns | servicePath™ The enterprise rush into AI is colliding with the Law of Diminishing Returns. Explore how Fortune-500 buyers are re-thinking CPQ,...
The Executive’s Guide to AI and CPQ: Balancing Buzz and Business Value

The Executive’s Guide to AI and CPQ: Balancing Buzz and Business Value

by Malika Durrani | Jan 28, 2025 | Blog Post

The Executive’s Guide to AI and CPQ: Balancing Buzz and Business Value Home Blog Post The Executive’s Guide to AI and CPQ: Balancing Buzz and Business Value From the Desk of Avivah Litan, Gartner Distinguished VP Analyst “Organizations that do not consistently manage...
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