Csaba Jancsovics · Founder, ONYX Industrial Performance Solutions · September 2026
Over the past decade, industrial companies have become materially more sophisticated in the way they manage performance. Strategy is sharper, capital allocation is more disciplined, planning systems are more integrated, and investment in automation, analytics and AI continues to accelerate.
That progress has changed what management teams can see. In many businesses, opportunities that would once have remained buried in operating data can now be identified, quantified and modelled with considerable precision.
The harder question is what happens next.
Because despite everything that has changed around industrial operations, performance is still created where it always has been: in the field, on the shift and around the asset, where plans meet operating reality.
A weekly plan may be technically sound, but it still has to survive equipment availability, access constraints, labour issues, changing priorities, interfaces between functions and the dozens of smaller disruptions that occur in any complex operation.
Once the shift is under way, the outcome depends increasingly on how quickly those issues become visible and how effectively the organisation responds.
THE EXECUTION GAP
This is where I see a persistent gap in many industrial businesses.
Most organisations have no shortage of enterprise capability. They have strategy, capital programs, digital initiatives, analytics, operating models and transformation agendas.
The weakness often appears in the translation.
Priorities become diluted as they travel through the organisation. Decisions move more slowly than the operation. Functions optimise their own areas rather than aligning around the operational constraint. Supervisors spend too much of their time coordinating interfaces and chasing responses, leaving less time to lead execution.
Individually, none of these issues looks dramatic. Collectively, they determine how much of the value identified at enterprise level ultimately survives at shift level.
CONVERSION IS THE HARDER PROBLEM
Most mature industrial businesses already know where significant sources of loss sit. They have improvement backlogs, technical studies, capital plans, reliability initiatives, technology roadmaps and years of operational data.
The challenge is turning that knowledge into consistently better performance in the operation.
A new planning process has limited value if priorities are still unclear at the start of the shift. Better analytics have limited value if the organisation cannot respond at the speed the data requires. A technically correct improvement initiative will struggle if the people closest to the work lack the authority, capability or support needed to execute it.
Strategy, capital and technology create potential.
The operation has to convert that potential into safe execution, reliable throughput, plan recovery and stable unit cost.
That conversion mechanism deserves much more management attention than it typically receives.
THE FRONTLINE OPERATING SYSTEM
In practice, that conversion mechanism is the frontline operating system.
It is the practical management system that connects enterprise intent with the way work is actually run during the shift. It brings together planning, frontline leadership, performance information, decision rights, problem solving and functional response.
The strongest operations I have seen tend to be particularly good at four things.
01
TRANSLATE PRIORITIES
Priorities are clear enough that people understand what matters before the work starts. Critical constraints are visible, accountabilities are understood and supervisors know where management attention is likely to be required.
02
SURFACE DEVIATION EARLY
Performance information makes emerging problems visible while there is still time to influence the outcome.
03
MOBILISE RESPONSE
Functions align around the operating constraint, decisions are made at the speed the situation requires and support reaches the frontline before the recovery window disappears.
04
BUILD LEADERSHIP THROUGH THE WORK
Supervisors develop judgement by repeatedly managing real operational situations: setting priorities, managing risk, coordinating resources, solving problems and recovering the plan.
Frontline capability cannot be separated from the operating environment around it.
Training matters, but people return from a course to the same meetings, routines, interfaces, decision rights and expectations they had before. If that system continues to pull supervisors toward administration and coordination, behaviour will inevitably drift back.
Capability becomes much more powerful when it is embedded in the way the operation runs.
Supervisors become stronger leaders by leading real work. They develop through preparing shifts, understanding constraints, making decisions, responding to deviations and coaching their teams through actual operating situations.
The system around them needs to make those behaviours possible.
THE VALUE OF RESPONSE SPEED
The economic value of frontline management becomes particularly visible when something goes wrong.
Operational problems are unavoidable. Equipment fails. Work takes longer than expected. Access changes. Labour becomes unavailable. A planned sequence stops making sense.
The strongest operations recognise these issues early and respond while there is still enough of the shift left to change the outcome.
Imagine two crews experiencing exactly the same disruption three hours into a twelve-hour shift.
In one operation, the problem becomes visible early. The supervisor understands the consequence, the relevant functions align quickly, a decision is made and the shift starts to recover.
In another, the issue develops gradually. Time is spent working across interfaces, ownership is unclear and the response arrives several hours later. By then, most of the recovery window has disappeared.
That is why frontline management belongs in the core performance agenda.
The original disruption may have been identical.
The end-of-shift result can be very different.
The difference between those two outcomes is the value created by effective frontline management.
It appears as more throughput retained, faster recovery and less cost drift. Across hundreds of shifts, multiple crews and an entire operating year, seemingly small differences in response time compound into material differences in performance.
It is an economic lever.
TECHNOLOGY RAISES THE STAKES
The growth of automation, advanced analytics and AI makes frontline execution more important, not less.
Industrial businesses will increasingly be able to identify emerging constraints earlier, predict failures with greater confidence and provide people with better decision support.
But information only creates value when the organisation can act on it.
A predictive model may identify a developing equipment issue several hours earlier than before. The performance benefit depends on what follows. Does the supervisor understand the operational consequence? Can maintenance respond in time? Does the work sequence need to change? What alternative capacity exists? Which decision protects the overall system rather than one individual function?
The technology and the frontline operating system therefore become increasingly interdependent.
Better information raises the potential value of faster, better decisions. It also raises the cost of slow execution.
The more sophisticated the technology becomes,
the more valuable a strong operating response becomes.
WHERE THE NEXT FRONTIER MAY LIE
Industrial companies should continue investing in strategy, capital, technology, analytics and AI. Those capabilities will remain fundamental to competitiveness.
The opportunity is to make sure the management system closest to the work develops at the same pace.
Because the next significant productivity improvement may come less from discovering another source of value and more from converting the value we already know is there.
That is why the frontline deserves to be treated as a core part of the performance agenda, not simply as the final stage of implementation.
A QUESTION FOR CEOs AND COOs
When performance begins to move away from plan, how quickly can your organisation see it, align around it and recover while there is still time to change the outcome?
The answer may tell you where the next productivity frontier really lies.