Did Your Work Last Year Change What the Organisation Is Capable of Doing?

It is a question that cuts straight through the usual L&D conversation. Not how many people completed the programme. Not the satisfaction score. Not the training hours logged.

Did your work last year change what the organisation is capable of doing? Not what it knows. Not what it consumed. What it can actually execute today that was out of reach twelve months ago?

For Sabahat M, that question is not rhetorical. It is the standard she holds herself to, and the standard she believes the entire profession should be measured against.

"If the answer is unclear," she says, "that is not a budget problem. That is a positioning problem."

Infrastructure, Not Service

Sabahat has spent over two decades building learning functions across aviation, pharmaceuticals, intelligent automation, and AI, at organisations including CAE, Automation Anywhere, AntWorks, and GSK. The thread running through all of it is the same conviction: L&D's job is not to run programmes. It is to engineer the conditions for an organisation to grow into what it needs to become.

"I design operating systems that determine whether an organisation can execute its strategy or just draft it," she says. "My goal is to make human capital behave like a strategic asset, generated internally through architecture, not imported through hiring."

Her challenge to her own profession is equally direct: "If you cannot explain your role without using the words course, module, engagement, or completion, you are managing an internal agency. Not leading a strategic function."

"If you cannot explain your role without using the words course, module, engagement, or completion, you are managing an internal agency. Not leading a strategic function."

The Moment That Reframed Everything

The experience that most fundamentally shaped Sabahat's approach came from aviation, where she built regulatory training for over 100,000 professionals operating in safety-critical environments.

When the stakes are that high, the question of whether someone retained information from a course becomes irrelevant. The only question that matters is whether they can perform reliably under pressure, including when things go wrong in ways the training never anticipated.

"That shifted my focus from creating learning experiences to understanding organisational resilience," she says. "Measuring what people can reliably do. Not what they consume."

That shift, from consumption to capability, from learning activity to organisational readiness, has informed every function she has built since.

Trading Control for Speed

At GSK, Sabahat faced a familiar tension: the organisation needed capabilities built quickly, and the traditional approach of multi-year skills roadmaps was too slow.

Her response was to reject the roadmap in favour of rapid prototyping accelerators embedded directly into live digital transformation workstreams. By building capability around real business problems in real time rather than in parallel to the work, she compressed skill gap closure by 40% and created a direct line between capability investment and business velocity.

"I traded control for speed," she says. "I have always prioritised what delivers business outcomes over what looks good on paper."

"By building capability around real business problems in real time, Sabahat compressed skill gap closure by 40% at GSK, directly linking learning investment to business velocity."

Turning Resistance Into Governance

When Sabahat introduces unfamiliar ideas to senior stakeholders, she does not ask for faith. She asks for a finite bet.

Every proposal is structured as a capped experiment with clear kill criteria and a visible upside. The framing matters: instead of asking leaders to believe in something unproven, she gives them a governance decision with controlled parameters. If the pilot works, the case for scaling makes itself. If it does not, the organisation has learned something at a contained cost.

"I structure proposals as capped experiments," she says. "That transforms resistance into governance. You are managing risk and showcasing strategic optionality at a controlled price."

The Strategic Filter

In a landscape saturated with new tools and AI-driven platforms, Sabahat applies three questions before pursuing any innovation.

Will it create proprietary data? Will it build ecosystem lock-in? Will it compress time to market? If the answer to any of the three is yes, she pursues it. If not, she moves on, regardless of how much noise surrounds it.

"Only technology that restructures the value chain is worth the investment," she says. "Trendy is not a filter. Impact is."

"Only technology that restructures the value chain is worth the investment. Trendy is not a filter. Impact is."

The Reckoning Already in Motion

Sabahat's view of where the profession is failing is pointed. L&D, she argues, is losing relevance by clinging to a service provider identity in a world that needs infrastructure. Fragmented, input-measured functions that cannot demonstrate their effect on what an organisation can actually do are already on borrowed time.

The future she describes is one where L&D is not asked to justify itself. Where capability architecture is embedded in the operating model. Where human capital is measured with the same rigour as financial capital. Where the learning function is assumed to be necessary, the way infrastructure is assumed to be necessary.

"Infrastructure is not asked to justify itself," she says. "It is assumed to be necessary. The shift is from service to infrastructure. From content to capability. From delivery to design. From learning to power."

The organisations that will lead the next decade, she believes, have already made that shift. The ones still running event calendars and measuring completion rates are finding out what it costs to be late.

Sabahat M is one of Asia’s featured voices in the aTalent × Docebo Trailblazer Campaign — spotlighting the region’s most influential L&D leaders. Learn more at trailblazer.atalent.com