AI ROI
AI ROI Under Scrutiny: How to Prove Value When the Money Gets Tighter
As capital dries up and AI spending slows, mid-market operators need hard numbers to justify continued investment. Here's how to measure real ROI, not hype.
AI ROI
AI ROI
How to Measure AI ROI: A Framework for Mid-Market Operators
How to measure whether your AI investments actually move the needle. A three-layer framework for mid-market operators: preconditions, process impact, and business outcomes.
AI ROI
How to Measure the ROI of an AI Project
Most AI ROI numbers are fiction because no one set a baseline or checked whether anyone still uses the tool. Here is how to measure it honestly.
AI strategy
Alex Karp is half right: most AI spend creates no value. Here is why.
Palantir's Alex Karp says businesses are paying for tokens that create no value. He is right about the problem and wrong about the cause. What mid-market operators should actually take from the meltdown.
agentic AI
Gartner says 40% of agentic AI projects will be cancelled. Here is what the survivors do differently.
Gartner expects 40%+ of agentic AI projects to be cancelled and only 23% of teams see real ROI. The agents are not the problem. Here is what the survivors do differently.
Perspective
Tokenmaxxing is out. Valuemaxxing is the metric that matters.
Measuring AI by how much you use it was always going to end in a cost reckoning. The fix isn't using less, it's measuring value, and moving your advantage off the model and onto the system around it.