Masterclass: From Chatbot to Code
From Chatbot to Code
AI outcomes for non-technical executives - what it actually is, what it unlocks, and how to lead your organisation through it
ABOUT THIS CLASS
Most senior leaders have used an AI tool. Far fewer have a clear picture of what the technology can actually do at an organisational level - where it creates real leverage, where it fails quietly, and what it takes to move a team from sporadic prompting to embedded, compounding capability.
Stephen Colman has spent 20 years in technology strategy and delivery across financial services, consulting, and government - and is now building and advising AI-native businesses from the ground up. In this two-hour session he bridges the gap between what AI vendors promise and what actually ships, sticks, and delivers ROI inside a real organisation.
This isn't a session about keeping up with the news cycle. It's about walking out with enough clarity to make a confident decision about what your organisation does next.
This isn't a session about keeping up with the news cycle. It's about walking out with enough clarity to make a confident decision about what your organisation does next.
You'll come away with a grounded view of the landscape - from everyday AI tools through to agentic workflows and code generation - and a practical lens for assessing where the opportunity sits inside your own team.
WHAT THE SESSION COVERS
PART 1
The real landscape
What AI can and can't do in 2026 - from chat tools to agents to code - without the hype.
PART 2
Organisational fit
Where AI creates leverage in real workflows, and how to spot the difference between genuine ROI and activity theatre.
PART 3
Leading the shift
How to assess your team's readiness, set governance, and make a confident decision about what to invest in next.
TAKEAWAYS
Develop a clear, jargon-free mental model of the AI landscape - from everyday tools through to agentic workflows and software development with AI - so you can ask better questions and make more confident decisions.
Learn how to identify where AI creates genuine leverage in your organisation's workflows - and where it's likely to disappoint - before you commit budget or ask your team to commit time.
Understand what an effective AI adoption program looks like from the inside - covering setup, governance, team capability, and the sequencing that determines whether it compounds or stalls.
Walk away with a practical framework for assessing your organisation's AI readiness - and a clearer view of what to prioritise, what to defer, and what to avoid entirely.
Leave equipped to lead the conversation internally - with the language, the context, and the confidence to brief your board, align your leadership team, and set a credible direction.
WHO THIS IS FOR
Senior Leaders and Executives
Responsible for technology, operations, or strategy decisions and want a clear view of what AI means for their organisation - not just their inbox.
Founders and Board Members
Building or governing a company where AI is becoming a competitive factor, and need to move beyond surface-level familiarity to make sound calls.
YOUR INSTRUCTOR
Stephen Colman
Founder and CEO, Stratum Labs
Stephen brings 20+ years in technology strategy and delivery across financial services, consulting, and government - with senior roles at NAB, AXA, MLC, and AMP, and advisory work across DLA Piper, Alyve Technology, and 3tt.Strategy. He has founded and exited two businesses, and now leads Stratum Labs, where he helps organisations adopt AI that ships, sticks, and delivers ROI.