Action
Who's building the next SMEs?
On capability debt, the silent gap GenAI and remote work are widening, and four structural moves to close it.
We are accumulating capability debt: the silent gap between the expertise the industry will need and the reduced investment in developing that expertise.
Two things are happening at once. GenAI is making routine work cheaper, which means judgment and domain depth matter more than ever. And remote and hybrid working — unless we design deliberately for development — removes the small, daily learning moments that used to shape people: shadowing, quick check-ins, and hearing how SMEs reason in real time.
The result is predictable: early-career ladders without rungs. People cannot see how to progress to mastery.
Not because early-career talent is not resilient, but because the system often communicates:
- Ship tasks, do not learn the business context.
- Feedback is ad hoc.
- Progression is unclear.
- If you are remote, you are on your own.
- SMEs are too busy to teach — because they are the bottleneck.
If we keep running that model, we will not just struggle to retain early-career talent. We will struggle to create the next generation of SMEs, and we will feel it as quality issues, governance risk, and chronic dependence on a shrinking pool of experts.
Great people are not found. They are formed intentionally, through healthy environments and disciplines.
What does intentionality look like?
Four structural moves that address capability debt:
1. Replace training with scaffolded exposure
Give early-career talent real ownership in business context — customers, constraints, quality gates, and trade-offs — just with the psychological safety of a bounded blast radius.
2. Make narrated judgment a ritual
SMEs teach the why: what risks were accepted, what signals mattered, what was verified, what would trigger rollback. In remote work, this must be designed into reviews, decision journals, and walkthroughs — not left to chance.
3. Progression by responsibility, not tenure
SFIA's Levels of Responsibility describe growth through increasing autonomy, influence, and complexity. At Level 7 it is strategy, governance, and mobilising capability at scale. That is the end-state mentorship should produce. Does your progression model reflect that?
4. Treat mentorship as continuity infrastructure — a control, not a perk
When SMEs are only rewarded for solving urgent problems, they become permanent escalation points: bottlenecks by design. If their mentoring time is not protected, delivery will always win, and capability debt compounds through rework, quality issues, and churn. Protecting even 10 to 15 per cent of SME capacity for narrated judgment, pairing, and review turns experts into multipliers and creates the next wave of SMEs.
A quick test
Can an early-career colleague clearly see the path to mastery here?
Is exposure to real context designed, or accidental?
Is mentorship funded, or left to goodwill?
If any answer is no, then capability debt is not an abstract idea. It is already on your balance sheet.