Data & AI in Regulated Industries Brian Price & Tony Cassin Scott, Co-Founders of The Data Practice
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In this episode of the Praxi Pod, host Andrew Turner engages with data experts Brian Price and Tony Cassin-Scott to explore the evolving landscape of data and AI. They discuss the importance of focusing on business outcomes rather than just technology, the challenges of data governance, and the need for organisations to understand the value of their data. The conversation highlights the risks associated with the AI hype and emphasises the necessity of foundational data capabilities for successful implementation. As they look ahead to 2026, the experts provide insights on how businesses can prepare for the future by starting small and proving value before scaling up their data initiatives.
Takeaways
- Data should be viewed through the lens of business outcomes, not just technology.
- Organisations often focus too much on technology rather than the value of data.
- Everyone in the organization should be passionate about data ownership.
- Data governance should enable decision-making rather than prevent it.
- Understanding the risks associated with data is crucial for effective governance.
- AI should not be seen as a simple out-of-the-box solution; it requires careful planning.
- Start small with data initiatives to prove value before scaling up.
- The hype around AI can lead to shadow AI activities that pose risks.
- Cultural change is necessary for effective data governance and utilization.
- Organisations need to define clear objectives for their data strategies.
Chapters
00:00 Introduction to Data and AI
01:29 Expert Backgrounds in Data
04:56 Shifting Focus from Technology to Business Outcomes
10:19 Understanding Data Governance and Its Role
15:54 The Importance of Organizational Design in Data Management
19:22 The Role of CDOs and Data Ownership
22:33 Challenges in AI Implementation and Accountability
26:07 Understanding the Black Box of Data
27:57 Cultural Implications of AI Usage
29:30 Navigating Technology Investments
30:49 The Challenge of Proving Value
32:35 The Role of AI in Cost Savings
34:34 The Shadow Side of AI Adoption
36:44 The Consumerization of AI
39:06 Foundational Data Challenges
40:33 The Importance of Business Objectives
43:04 Final Thoughts for Executives
Brian Price https://www.linkedin.com/in/brianprice4/
Tony Cassin-Scott https://www.linkedin.com/in/tonycassinscott/
The Data Practice https://www.linkedin.com/company/thedatapractice/
26 episodes