Why Your Microsoft Copilot ROI Dashboard Is Lying to You
Measuring Copilot ROI from Microsoft's own dashboard is where most programmes go wrong. Your Microsoft Copilot dashboard is not being deceptive. It is doing exactly what it was built to…
What Is AI Value Realization? The Enterprise Definition for 2026
AI value realization is the discipline of proving that AI and automation spend delivered the financial return its business case promised. It sets a baseline and a forecast at approval,…
Why 60% of Portfolio Companies Fake Their AI ROI (And How Operating Partners Can Fix It)
According to Boston Consulting Group, 60% of companies fail to capture measurable financial value from AI. Yet portfolio company CTOs still show up to quarterly board meetings with presentation decks…
How to Crowdsource AI Savings in Local Government
Every Digital Manager knows the feeling. You know there are dozens of manual, soul-crushing processes hidden in your departments that automation could fix. Your staff do not have the time…
From “Hours Saved” to Capacity Released: The New AI ROI Framework for Local Councils
Local councils across the UK are facing a financial cliff edge. As statutory service demands skyrocket and central funding constricts, issuing a Section 114 notice - effective local government bankruptcy…