Summarize AI drivers for business value

You learned how to move AI from experiments to dependable value by focusing on five essential drivers:

• aligning AI to business strategy
• building scalable technology and data foundations
• running disciplined pilots
• cultivating an AI ready culture
• governing responsibly

Together, these drivers create a repeatable playbook—prioritize use cases that map to strategic outcomes, ensure data and platforms are production ready, and measure what matters with clear KPIs.

With this foundation, you can accelerate time to value by empowering teams with the right tools and guardrails. Start with small, well scoped pilots, and scale what works. Invest in skills, cross functional collaboration, and a culture of rapid learning so your organization can adapt as opportunities evolve.