AI Adoption Mistakes Most Companies Make
- Apr 22, 2026
- Isha Taneja
Chaitanya Baddam shares why AI adoption fails to scale and how leaders can build trust, redesign processes, and drive real business impact.
Chaitanya Baddam shares why AI adoption fails to scale and how leaders can build trust, redesign processes, and drive real business impact.
Chaitanya Baddam, Chief Data Officer and a founding team member at COVU, shares a practical perspective on why AI adoption still struggles to scale and what organizations need to change to move beyond pilots and into real business impact.
In her conversation on The Executive Outlook, Chaitanya explains that most AI initiatives do not fail because of the technology itself. They fail because businesses try to layer AI onto broken processes, weak operational systems, and data environments that people do not fully trust. She highlights why leaders must rethink workflows from the ground up, create stronger executive sponsorship, and focus on solving real business pain points instead of chasing AI hype.
Chaitanya also explores the importance of operational discipline, human judgment, and data integrity in successful AI implementation. She discusses how organizations can move from systems of record to systems of intelligence, why polished dashboards do not always mean trusted data, and how AI can create real value when it helps people spend less time on noise and more time on meaningful work.
CEO, Complere Infosystem | Editor-in-Chief of The Executive Outlook | Data Storyteller | Business Strategist
“Decisions that win are built on accurate and timely insight, not on data overload.”
Isha Taneja is the CEO of Complere Infosystem, a leading data engineering and analytics company that helps organizations turn messy data into business-ready insights. As Editor-in-Chief of The Executive Outlook, she curates bold stories and sharp perspectives from leaders shaping the future.
Whether she’s working with clients on digital transformation or sharing authentic leadership stories, Isha’s mission is simple:
Make data-driven decisions easier, faster, and more impactful.
The Executive Outlook is brought to you by Complere — a data engineering & AI consulting firm helping enterprises turn data into decisions. Want to reach data and analytics leaders? Partner with us.
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