Building manufacturing leaders

MANUFACTURERS ACROSS the UK are investing heavily in AI, automation, and digital systems. The budgets are committed, the vendors are engaged, and the roadmaps are signed off. Yet results consistently fall short of expectations. According to leadership development specialists Kiki Clements and Jane Atkinson of Activate Business School, the explanation is both simple and uncomfortable. "This is not a technology issue," said Clements. "This is a leadership challenge."

The scale of underperformance is striking, with an estimated 80% of AI projects failing to deliver the value they were implemented for. The statistic points not to flawed technology, but to flawed implementation. "These projects are not failing because the technology is fundamentally flawed," asserted Clements. "They're actually failing because of how they're implemented, how they're led, and how they're adopted within the entire organisation."

Compounding the problem is that AI is not infallible. It produces convincing outputs that are not always accurate, can lack contextual understanding, and introduces risks that go undetected without sufficient human oversight. For manufacturers operating in regulated, safety-critical, or high-precision environments, that oversight gap carries serious consequences.

Root causes 

Clements and Atkinson identified three interconnected drivers behind digital transformation failures:

- The first is culture. Transformation creates uncertainty about employee roles, skills, and the future. The response from the shop floor is rarely outright resistance, but rather something quieter and harder to address. "What we consistently see is not necessarily open resistance, but quiet disengagement," said Clements. "People become cautious, they hold back, they wait to see what happens." When leaders lack confidence in digital topics themselves, they stay at a high level and delegate technical conversations rather than engaging with them. The result is a workforce that feels change is happening *to* them rather than *with* them.

- The second is process. A persistent misconception in digital transformation programmes is that technology will resolve existing inefficiencies. It will not. "If processes are unclear, inconsistent, or poorly understood, automation does not solve that – it accelerates the issues," warned Atkinson.

- The third, and most significant, is the leadership capability gap. Leaders are making strategic decisions while their teams are navigating operational realities, but without a shared language around data, systems, and AI, those two perspectives fail to align. "This makes it really difficult to prioritise effectively, build trust in new initiatives, and sustain momentum in transformational programmes," said Atkinson.

Targeted development

Organisations successfully navigating Industry 5.0 are not necessarily the most technologically advanced, but hey are the ones whose leaders can guide technology confidently through the organisation. Programmes such as the Level Four Manufacturing Leadership Programme and the Level Four AI and Automation Practitioner Programme are designed to build exactly that capability, not at a deep technical level, but at the level required for informed decision-making and effective leadership.

"Leaders learn how to assess whether automation adds value, how to question data rather than simply accept it, and how to manage risk when working with AI systems," explained Clements. Crucially, the learning is applied directly to participants' own processes and transformation challenges, generating measurable improvements in productivity, project implementation speed, and cross-functional collaboration.

The barrier most commonly cited is cost, but with many programmes now accessible through the Growth and Skills Levy at little or no direct cost to employers, that barrier is largely surmountable. The harder question is whether organisations can afford not to act.

"When you consider the cost of failed projects, delayed transformation, and underutilised technology," said Atkinson, "the real risk is not investing in your leadership capability. The real risk is continuing without it."

www.activatelearning.ac.uk