AI ROI
Is your AI investment creating value, or just consuming budget?
Most generative AI pilots never produce a measurable return. The difference isn't the model — it's whether anyone measured the right thing.
The cost of this problem
Widely cited industry analysis puts generative AI pilot failure rates as high as 95% when measured against actual business return. The pattern is consistent: activity gets counted — licenses issued, prompts run, pilots launched — while nobody is tracking cost per business outcome. By the time a board asks where this is creating value, most organizations don't have an answer built from their own numbers.
Step 1 of The AI Operating Model
Diagnose
Before any redesign work begins, we run a structured audit of your highest-friction workflows and rank them by ROI, risk, and readiness — so the next dollar spent goes toward the workflow most likely to pay it back.
Where to start
Start with the free Workflow ROI Worksheet to rank your own workflows before you talk to us. Most clients move from there into the full AI Opportunity Diagnostic once they see how much is riding on the ranking.
Get the free Workflow ROI WorksheetFrequently asked
Ready to prove the value of your AI investment?
Book a 45-minute AI Opportunity Diagnostic. We'll map your top three highest-value workflow opportunities and give you a prioritized roadmap — at no cost.
Book your free Diagnostic