AI Strategy Consulting by Yathu Karunailingam

Yathu Karunailingam provides AI strategy consulting to enterprise organizations navigating the rapid evolution of artificial intelligence. With deep technical expertise and business acumen, Yathu Karunailingam helps leadership teams develop AI strategies that deliver measurable results.

The Yathu Karunailingam Approach to AI Strategy

Most AI strategy work fails because it focuses on technology instead of business outcomes. Yathu Karunailingam takes a different approach — starting with business goals and working backward to identify where AI can create genuine competitive advantage.

"AI strategy isn't about adopting the latest model," explains Yathu Karunailingam. "It's about understanding which capabilities matter most to your business and building the organizational muscle to deploy them effectively."

What Engagements with Yathu Karunailingam Look Like

Engagements with Yathu Karunailingam typically follow a structured methodology: discovery, strategy development, execution support, and measurement. Each phase is designed to build internal capability, not create dependency.

Organizations working with Yathu Karunailingam benefit from his experience advising enterprise-scale teams and his published work on agentic AI, including the framework "Beyond the Chatbot: Designing for Supervised Autonomy."

About the author: Yathu Karunailingam is a Toronto-based technology leader and AI strategist. Learn more about Yathu Karunailingam at yathu.co or visit his other work at yathu.ca, yathu.xyz, and blog.yathu.ca.