From Industry 4.0 to Industry 5.0: Assess your factory’s SIRI readiness

The Gap Between Deployment and Value

Saudi Arabia’s manufacturing sector is investing at a pace the Kingdom has rarely seen. New facilities, automation programmes, IoT platforms, digital dashboards the capital is moving. Yet in factories across the country, a quieter problem persists: technology that was deployed but never truly adopted. Pilot projects that proved a concept but never scaled. Data that is collected, stored, and largely ignored.

A factory can have sensors on every machine and still make decisions based on yesterday’s report. It can have a connected production line and still lose hours every week to unplanned stoppages. The gap between deploying technology and capturing its value is where most manufacturing transformations stall and closing that gap requires understanding where your factory actually stands.

As Saudi Arabia accelerates toward its target of 36,000 factories and deepens the ambitions of the Future Factories Program, operations leaders face a question that goes beyond investment decisions: is each factory genuinely ready to make those investments deliver?

That is precisely what the Smart Industry Readiness Index SIRI was designed to answer.

What Is SIRI and Why It Matters for Saudi Manufacturers

Developed within Singapore’s advanced manufacturing ecosystem and now adopted across global industrial programmes, SIRI provides a structured framework for evaluating a factory’s readiness across the full scope of smart manufacturing not just its technology stack, but its processes, its data practices, and the organisational capabilities that determine whether technology delivers results.

The framework assesses manufacturing operations across three core dimensions Process, Technology, and Organisation and scores each against a four-level maturity scale. The resulting profile gives factory leaders an honest picture of where they stand today, where the gaps are, and which investments will generate the highest returns.

For Saudi manufacturers, SIRI carries additional weight. The framework is closely aligned with the evaluation criteria of the Future Factories Program, making a strong SIRI profile directly relevant to programme qualification, national benchmarking, and positioning for industrial partnerships and investment.

Crucially, SIRI is a business transformation framework. It does not simply ask which technologies are installed it asks whether those technologies are producing measurable operational outcomes. That distinction is what makes it genuinely useful.

The Three Pillars of SIRI: Where Transformation Actually Happens

SIRI’s value lies in the way it surfaces the interdependencies that most technology assessments miss. A factory can score well on Technology while scoring poorly on Organisation and the result is predictable: dashboards that no one acts on, AI recommendations that get overridden by habit, and automation that adds complexity without reducing cost. The three pillars work together, and understanding each one is essential.

Process

How digital are your production workflows? Are operations standardised enough to generate consistent, comparable data? Is that data actually driving decisions? Process maturity covers everything from automated testing and digital quality management to how predictive maintenance workflows are structured. A factory with fragmented, manual processes will struggle to extract value from even the most advanced technology the data will exist, but the operational context to interpret it will not.

Technology

Are machines connected? Is real-time data available across production lines? Are analytics being applied to that data in ways that influence operational outcomes? Technology maturity goes beyond connectivity it encompasses the industrial IoT infrastructure, AI analytics platforms, and manufacturing intelligence systems that transform raw data into operational insight. Many factories have islands of technology without the integration that makes them collectively powerful.

Organisation

Are employees digitally enabled? Is leadership actively driving transformation, or delegating it to IT? Are skills aligned with the operational demands of a data-driven factory? Organisational maturity is consistently the dimension where the strongest technology deployments stall. Connected worker programmes, digital skills development, and a continuous improvement culture are as much a part of smart manufacturing readiness as any platform or sensor.

The insight SIRI offers is precisely this: imbalance across the three pillars is where transformation breaks down. Identifying that imbalance is the starting point for any credible roadmap.

Beyond Automation: The Industry 5.0 Horizon

Industry 4.0 gave Saudi manufacturers the digital foundation connectivity, data visibility, automated production systems, and the ability to monitor operations in real time. The factories that built this foundation well are now positioned for the next shift.

Industry 5.0 does not displace what came before. It extends it, introducing three dimensions that are increasingly shaping how leading manufacturers compete globally: human-centricity, sustainability, and resilience.

Human-centric operations mean technology that augments workers rather than simply replacing them. Connected worker solutions give frontline teams real-time guidance, safety monitoring, and the ability to act on data without waiting for a report. Sustainability means embedding energy optimisation and waste reduction into operational decision-making, increasingly a compliance requirement as well as a cost lever. Resilience means designing production systems that can absorb disruptions and adapt, rather than halt.

For factory leaders in Saudi Arabia, Industry 5.0 is not a distant vision. The Future Factories Program’s emphasis on operational excellence, localisation, and sustainable production maps directly onto these pillars. The factories advancing toward SIRI’s higher maturity levels are already building in this direction.

Five Questions That Reveal Where Your Factory Stands

Before commissioning a formal assessment, operations leaders can get an honest preliminary reading from five operational questions. These are not abstract each one points to a specific category of risk or opportunity.

1. If a production line slows at 2am, does your team know before the shift manager arrives at 6am?

This tests real-time visibility. Factories with strong Process and Technology maturity have automated alerting that surfaces anomalies as they happen regardless of who is on shift.

2. Can you predict which assets are likely to fail in the next 30 days?

This tests predictive capability. Reactive maintenance remains the default in many factories, but at the cost of unplanned downtime that is entirely avoidable with the right data infrastructure and analytics.

3. When a quality defect reaches the customer, can you trace it back to the specific machine, shift, and batch that produced it?

This tests traceability. Full production traceability is increasingly a contractual and regulatory expectation and a leading indicator of overall digital maturity.

4. Are operational decisions driven primarily by live data, or by experience and end-of-day reports?

This tests data culture the Organisational dimension of SIRI. Technology alone does not create a data-driven factory. Leadership behaviour and workforce capability determine whether the data gets used.

5. Do your frontline workers have the digital tools and training to act on production data in real time?

This tests connected worker maturity. The gap between data available at the system level and data actionable at the operator level is often where efficiency gains are lost.

A pattern of uncertain or negative answers across these questions does not signal failure it identifies where the highest-value transformation opportunities lie.

From Assessment to Roadmap: A Practical Path Forward

A SIRI assessment produces a maturity profile,  but the value lies in what you do with it. The most effective approach starts with business objectives, not technology choices.

Define the operational outcomes that matter most: reducing unplanned downtime, improving OEE, lowering energy costs, strengthening quality traceability. Then map the SIRI gaps that are most directly limiting those outcomes. This is where investment prioritisation becomes defensible rather than intuitive.

For most factories, two or three high-impact use cases will emerge clearly: predictive maintenance for critical assets, automated quality inspection at key production stages, energy monitoring across high-consumption lines, or connected worker deployment for frontline teams. These are not the only options but they represent the intersection of high operational impact and proven implementation pathways.

The roadmap that follows is straightforward in principle: assess, prioritise, pilot, measure, scale. The discipline is in moving through each stage with clear success criteria rather than allowing pilots to remain permanent. Saudi manufacturers engaged with the Future Factories Program have an additional advantage here SIRI assessments conducted in alignment with the programme provide external validation of progress and a benchmark against national and global peers.

Readiness Is the Real Competitive Advantage

The factories that will lead Saudi Arabia’s manufacturing transformation over the coming decade will not necessarily be those that invested the most in technology. They will be the ones that understood their maturity, closed the right gaps in the right sequence, and aligned every investment with a clear operational outcome.

SIRI provides the framework to make that journey systematic rather than speculative  from the digital foundations of Industry 4.0 through to the human-centric, resilient, and sustainable operations that define Industry 5.0 leadership.

Before deciding what technology to deploy next, the more important question is: how ready is your factory to capture its full value?

Assess Your Factory’s SIRI Readiness

SAAB RDS works with Saudi manufacturers to evaluate digital maturity, identify high-impact transformation opportunities, and implement solutions across predictive maintenance, connected worker, and manufacturing intelligence. If you would like to discuss where your factory stands today, get in touch with our team.