Structured vs Reactive Risk Assessment: Which Approach Prevents AI Project Failure?

structure vs reactive approach

Structured risk assessment prevents AI project failure more effectively than reactive risk assessment. MIT’s 2025 research found that 95% of corporate AI projects fail to deliver measurable ROI, with organisations lacking formal risk frameworks failing at twice the rate of those using structured approaches. European SMBs facing EU AI Act compliance have an additional regulatory […]