Most CTOs and CIOs are not behind on AI because they chose the wrong model. They are behind because their data, culture, and workflows are not ready.

In this episode of The CTO Compass, Mark Wormgoor speaks with Santosh Kaveti, CEO of ProArch, about what it really takes to scale AI in large enterprises. They break down why AI pilots stall, why data lakes did not solve data readiness, and how tech leaders can move from experimentation to real business impact in 90 days or less.

The conversation also covers Microsoft Copilot, enterprise data governance, AI security and compliance, and how CIOs and CTOs should respond when boards demand AI results.

If you are a CTO or CIO under pressure to deliver AI outcomes instead of demos, this episode offers a practical, no-hype playbook.

Key Takeaways for CTOs and CIOs

Why AI adoption fails without strong data readiness and ownership
What “data as a product” looks like in practice
How to move from AI pilots to production in four to six weeks
Why Copilot often struggles and how to unlock real productivity gains
How to measure AI ROI beyond licenses and usage metrics
Why model-agnostic architecture matters for enterprise AI

About Santosh

With over 18 years of experience as a technologist, entrepreneur, investor, and advisor, Santosh Kaveti is the CEO and Founder of ProArch, a purpose-driven enterprise that accelerates value and increases resilience for its clients with consulting and technology services, enabled by cloud, guided by data, fueled by apps, and secured by design.

Santosh’s vision and leadership have propelled ProArch to become a dominant force in key industry verticals, such as Energy, Healthcare & Lifesciences, and Manufacturing, where he leverages his expertise in manufacturing process improvement, mentoring, and consulting.

Chapters

00:00 Knowing When You're in the Wrong Direction

07:44 What is Data Readiness in AI?

12:49 Where Do You Start with AI Data?

17:43 AI Implementation in Your Business

26:11 Microsoft Copilot is Overtaking!

37:04 AI Enterprise Adoption

43:53 Leveraging AI for Big Changes

Where to find Santosh

Website: https://www.proarch.com/
LinkedIn: https://www.linkedin.com/in/santoshkaveti/

My Socials

• Website: https://tairi.co

• LinkedIn: https://www.linkedin.com/in/mwormgoor

• Instagram: https://www.instagram.com/markwormgoor

Contact Us

• Business Email: team@tairi.co

Why Enterprise AI Keeps Disappointing (hint: CoPilot isn’t the Problem) ft. Santosh Kaveti