Most organisations can tell you how many people have access to AI and how many have completed the training. Very few can tell you whether anyone's work has changed. In this episode, Andy Lambert, co-founder of AcademyAI, talks to Darrell Fear, founder of Adoptive Learning and former Lloyds Banking Group leader who spent 24 years at the bank and helped build its AI Academy, about what it really takes to turn AI ambition into workforce capability.
Darrell calls the problem capability debt: the growing gap between what a strategy asks people to do and what they can actually do in practice. Every transformation creates a temporary gap, but the debt builds when organisations keep launching new tools, campaigns and courses without closing it. AI doesn't create capability debt, he argues, it accelerates it.
The 7 lessons:
1. Access to AI isn't adoption, and learning about AI isn't capability.
2. Diagnose before you prescribe, using realistic scenarios rather than self-rated confidence.
3. Segment by the work people do, not by the tool.
4. Build the environment around the person: access, time, permission, guardrails, manager support and relevant use cases.
5. Treat managers as adoption infrastructure, not a communications channel.
6. Measure workflow change, not completions, and design the measurement before you launch.
7. Start with the business problem, not the academy, and answer five questions before any work begins.
Darrell shares what the Lloyds academy achieved, including over 300,000 learning completions in its first three months and active AI use moving to 41% from a low starting point, and why he separates reach, adoption and value. He explains why confident, capable and responsible all have to travel together, why AI capability is an organisational problem rather than a technology or people problem, and what he'd do differently with hindsight. He also sets out the six signals of capability debt, from unowned and underdefined to unevidenced and unanchored, and the five questions every leadership team should answer before funding an AI programme.
Chapters
00:00 Welcome to Swansea and Darrell's background
01:39 Access isn't adoption, training isn't capability
02:50 Inside the Lloyds AI Academy and its 67,000 people
04:32 Confident, capable and responsible
05:28 Why personal productivity isn't organisational transformation
07:48 Four design choices behind the academy
12:53 Separating reach, adoption and value
16:22 The academy as one part of a wider ecosystem
19:39 Where AI capability should sit in the business
21:50 Why the best car parts won't make a car start
23:58 What Darrell would do differently
27:17 Managers as adoption infrastructure
28:55 What capability debt is
30:47 The six signals of capability debt
34:51 Five questions for leadership before you start
40:10 Doing the right thing righter
44:06 Access, learning and capability are three different things
46:14 Where to find Darrell
Connect with Darrell
LinkedIn: Darrell Fear
Learn more about AcademyAI: academyai.co
#AITransformation #AICapability #LearningAndDevelopment #FutureOfWork #AIAdoption