In this episode of Builders, Lee Haynes talks with Olof Granberg—AI strategist and founder of DataMentor Consulting—about the realities of adopting AI in enterprise settings. With a rich background in data and AI leadership, Olof shares lessons from working with large organizations and the critical role of data readiness, metadata, and culture in enabling successful AI initiatives. The conversation dives into the evolution of data management, the rise of agentic AI, and why collaboration between business and data teams is essential. Olof also explores the contrast between startups and enterprises in leveraging AI and offers insights on staying adaptable amid rapid AI innovation.

Chapters:

(00:00) Introduction to AI Strategy and Consulting

(05:56) Standout Moments in AI Adoption

(12:05) The Impact of Big Data Hype

(18:03) Enterprise vs. Personal AI Adoption

(24:02) Data Readiness for AI Implementation

(30:03) Data Mentor Consulting's Mission

(35:19) The Rise of Agentic AI: Predictions for 2025

(40:52) Integrating Machine Learning in Data Preparation

(49:39) Building Effective Data Teams: Skills and Roles

(57:50) Startups vs. Enterprises: Different Approaches to AI