Episode Player

From Pilot to System: The Missing Step in AI Scale

The Digital Transformation Playbook

Chapters
0:00
Pilot Success Is A Weak Signal
2:11
Why Pilots Mislead Organisations
3:32
Pilot Vs System Vs Scale
5:35
Why Teams Get Stuck
7:20
Operating Discipline In The Real World
10:08
How Leaders Should Measure Progress
11:53
Steps To Turn Pilot Into System
14:25
Governance Next And Closing
The Digital Transformation Playbook
From Pilot to System: The Missing Step in AI Scale
Jul 27, 2026
Kieran Gilmurray

Many AI programmes generate promising pilots, then stall when results meet real operating pressure. This episode examines why early success often proves possibility rather than readiness for scale.

It explores the shift from pilot activity to managed AI systems.

TLDR / At a Glance

• Pilot signals and scale risk

• Repeatability as the real test

• Workflow embedding and ownership

• Monitoring, feedback, and controls

• Reusable patterns over fragmented tools

• Leadership discipline in AI portfolios

The key takeaway is that AI scale depends on building managed systems that make repeatability operational.

Support the show


𝗖𝗼𝗻𝘁𝗮𝗰𝘁 my team and I to get business results, not excuses.

☎️ https://calendly.com/kierangilmurray/results-not-excuses
✉️ kieran@gilmurray.co.uk
🌍 www.KieranGilmurray.com
📘 Kieran Gilmurray | LinkedIn
🦉 X / Twitter: https://twitter.com/KieranGilmurray
📽 YouTube: https://www.youtube.com/@KieranGilmurray

📕 Want to learn more about agentic AI then read my new book on Agentic AI and the Future of Work https://tinyurl.com/MyBooksOnAmazonUK