Can AI Succeed Without Data Governance?
- Nov 12, 2026
- Isha Taneja
Can AI succeed without data governance? Michelle Dunivan explains how organizations can build trustworthy AI systems through responsible data practices.
Can AI succeed without data governance? Michelle Dunivan explains how organizations can build trustworthy AI systems through responsible data practices.
AI is helping organizations automate processes, access data, and make faster decisions. But can businesses truly trust AI without strong data governance?
Michelle Dunivan, who leads the Insights and Analytics team at Best Friends Animal Society, brings valuable experience in data analytics, governance, and AI. Leading a team of 15 professionals, she focuses on turning complex data into meaningful outcomes.
On The Executive Outlook, Michelle shares how her organization uses data and machine learning to improve animal welfare, identify critical gaps, and make better decisions across shelters.
She explains why data governance is essential for responsible AI adoption, from maintaining data quality and consistent definitions to protecting sensitive information and building trust in AI-driven decisions.
Michelle also highlights how clear guidelines, employee training, and practical AI tools can help organizations innovate without compromising reliability.
For Michelle, successful AI adoption isn't just about advanced technology. It's about building the trust, consistency, and governance needed to make AI truly valuable.
Listen to Michelle's feature now.
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.
Listen in for business strategies and interviews with business experts to help you build a business and a life that you love.
About Us
