Guides to AI automation ROI
Practical, evidence-based guides for business owners, managers and consultants deciding whether — and where — AI automation is worth the investment.
How to calculate AI automation ROIThe formula, a worked example, and how to validate it with a pilot.What the research saysReal study results on AI time savings — the good and the bad.Hidden costs of AI automationTen costs that AI business cases often miss, and how to estimate them.Which tasks to automate firstA five-factor scoring method to pick the best first project.Why AI projects fail to deliver ROISeven failure patterns behind disappointing AI projects, and the fixes.Payback period and break-evenHow long automation takes to pay for itself, with scenarios.
Start here
New to building a business case? Read how to calculate AI automation ROI, then check your assumptions against what the research says. When you have numbers, try them in the calculator.