Guest: Charlotte Ledoux – Data & AI Governance Expert

Artificial Intelligence is transforming the way companies operate. But as AI adoption accelerates, a new challenge is emerging: how do you govern AI responsibly?

In this episode of Let's Talk Data, Charlotte Ledoux explains why AI governance is becoming a critical business priority and how organizations can balance innovation, compliance, security, and risk management.

Building on the foundations of data governance, we explore what companies need to put in place to scale AI successfully and avoid costly mistakes.

In this episode, you'll learn:

• The difference between data governance and AI governance

• Why AI governance has become a strategic issue for business leaders

• The risks of "shadow AI" and uncontrolled AI adoption

• How to build an AI governance framework

• The importance of AI committees, guardrails, and clear ownership

• How the European AI Act is shaping the future of AI governance

• Practical first steps to implement AI governance in your organization

The takeaway: AI can unlock tremendous business value, but without the right governance framework, it can also introduce significant risks. Organizations that act now will be better positioned to scale AI responsibly, securely, and with confidence.

Brought to you by DQE – Data Quality Everywhere.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Guest: Charlotte Ledoux - Data & AI governance expert

In this episode of Let’s Talk Data, we take a step back to explore a foundational concept for any data-driven organization: data governance.

As companies generate and rely on more data than ever, the challenge is no longer access - it’s trust, structure, and usability of data. With Charlotte Ledoux, we break down what data governance really means, where it comes from, and how it supports data quality, compliance, and business performance.

The discussion highlights why data governance has become a critical business priority. From poor decision-making to failed AI initiatives, weak data foundations create real risks for organizations. On the other hand, a strong governance framework enables companies to unlock the full value of their data and scale AI with confidence.

We also move into practical considerations: how to implement data governance within an organization, where to start, and the common challenges companies face. Is there a one-size-fits-all model, or does each company need its own data governance strategy?

The takeaway: in a world saturated with data, success depends not on how much data you have, but on how well you manage, trust, and activate it to drive business outcomes.

Brought to you by DQE – Data Quality Everywhere.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Guests : Léonard Jochem and Steve Collinge - Managing Director - Insight Retail Group

How can retailers unlock more value from their data?

In this episode of Let’s Talk Data, we explore one of the most critical forces shaping retail in 2026: the growing strategic importance of data.

Retailers today operate in a world of unprecedented data abundance. Sales data, customer data, search behaviour, social signals, logistics information: the amount of information available to retailers has never been greater.

Yet paradoxically, many companies still struggle to turn this data into actionable insights and better commercial decisions.

Together with Steve Collinge, retail expert and industry advisor, we explore why retailers are often overwhelmed by the very data that should give them a competitive edge.

This conversation covers:

• why retailers are sitting on mountains of data but failing to use it effectively

• how AI is transforming the way retailers analyse and activate data

• why data trust and governance are critical to decision-making

• how organisations can move from fragmented data silos to a coherent data strategy

• why retailers with physical stores hold a unique data advantage over pure e-commerce players

The key takeaway: in retail, data is no longer just an operational resource: it is becoming the core driver of commercial strategy.

Let’s Talk Data is a podcast exploring the intersection of data, AI and business transformation.

Brought to you by DQE – Data Quality Everywhere.

Hosted on Ausha. See ausha.co/privacy-policy for more information.