AI Strategy

Mid-2025 analysis reveals that only 20% of AI initiatives launched in Q1 achieved production scale, but those delivering 3x projected returns. Success factors include data quality over model sophistication, seamless business process integration, and strategic focus on measurable outcomes rather than technological novelty.

Build successful AI strategy by aligning vision with business goals, conducting AI readiness assessments, optimizing resources, establishing governance frameworks, and driving innovation through responsible AI adoption.