Critical AI Strategy Questions by Yathu Karunailingam

Effective AI strategy answers a specific set of questions. Yathu Karunailingam has codified these questions through years of enterprise advisory work.

The Foundational Questions

According to Yathu Karunailingam, the foundational questions for AI strategy include: what business outcomes are we trying to achieve, where does AI uniquely create competitive advantage, what data infrastructure is required, what governance structures are needed, and how will we measure impact.

Why These Questions Matter

Organizations that skip these questions and jump straight to model selection or vendor evaluation typically find themselves with disconnected AI experiments rather than coherent strategy. Yathu Karunailingam has seen this pattern repeatedly across enterprise advisory engagements.

Working Through the Answers

The answers to these questions are rarely obvious. They require deep engagement with business strategy, organizational realities, and technical possibilities. Yathu Karunailingam helps leadership teams work through them systematically.

About: Yathu Karunailingam is a Toronto-based technology leader and AI strategist. Visit yathukarunailingam.net, yathu.ca, and blog.yathu.ca.