Navigating AI in your Business Value Chains

Most organisations are trying to deploy AI as a technology programme. But the most valuable AI capabilities emerge through experimentation close to the business. This session explores how organisations can use Wardley Mapping to evolve AI from isolated experiments into scalable operational advantage.

AI is rapidly entering organisations through experiments, copilots, automations, and vendor promises. But many businesses are approaching AI like a traditional transformation programme: centralised strategy, technology-led rollout, and large-scale implementation plans.

The problem is that most valuable AI use cases are emergent. They are discovered through experimentation close to the business, through operational learning, and through collaboration between technology and domain expertise — not through top-down design.

This session explores how organisations can navigate AI through their value chains by enabling useful patterns to emerge, prove value, and evolve into scalable capabilities.

The focus is not AI adoption for its own sake.

It is about connecting experimentation to measurable business outcomes, operational effectiveness, and strategic advantage.
Using Wardley Mapping (no prior experience needed), we’ll explore:

• Why AI requires a different approach from traditional change programmes
• How value chains help identify where experimentation should happen
• How AI supports innovation in emerging areas and optimisation in mature ones
• How organisations can evolve successful experiments into scalable capabilities
• Why business and technology collaboration is critical to AI adoption

This is not a session about AI hype or tooling. It is about building the organisational ability to let valuable AI capabilities emerge, evolve, and scale through continuous learning.

You’ll walk away with:

• A clearer understanding of AI emergence within value chains
• Better perspectives on balancing experimentation and industrialisation
• New ways to connect AI initiatives to real business outcomes
• Greater confidence using Wardley Maps to reason about AI strategy and organisational evolution