The first lesson is that most organizations dramatically underestimate what AI actually costs. Research shows 85% of organizations misestimate AI project costs by more than 10%. The gap is often far wider — companies routinely underestimate costs by 500% to 1,000% when scaling from pilot to production. https://www.synvestable.com/ai-roi-lessons.htm/