Creating a digital supply chain twin - operating at the speed of thought
You will recognise this situation. You are visiting a supplier or production facility and within two hours of walking the floor, you have spotted things that would never appear in any report: inventory piling up between workstations, a rework loop that clearly runs daily, forklifts that look older than the building, a quality control area where people are visibly improvising. These observations are not in the data because nobody is collecting them. A pair of experienced eyes and an hour of conversation uncover more operational reality than a month of dashboard reviews.
That kind of analogue insight is valuable. It is also deeply inefficient, unscalable, and no longer necessary.
The technology to replicate that visibility digitally - across the entire value chain, from the end customer back to sub-tier suppliers, in real time - exists today and is affordable. It does not require a new ERP. It requires a decision and the leadership will to execute it.
The companies that already did this
It is worth grounding the argument in examples rather than abstraction. Zara built its entire competitive model on real-time demand data flowing directly into production and inventory decisions - that responsiveness is why it can turn a trend into a product in the stores within weeks rather than months. BMW uses live analytics across its production network to optimise scheduling and logistics in ways that static planning cycles cannot match. Unilever digitalised its supplier monitoring platform to track quality, safety, and sustainability metrics at scale. IKEA embedded circular supply chain logic into its digital infrastructure, enabling material reuse and waste reduction that would be unmanageable without end-to-end visibility. Siemens, as both a practitioner and a provider, has built its industrial software business around exactly this model - digitalising value chains from design through production to delivery.
On other continents, Amazon, Alibaba, and Tesla have gone further, redesigning their entire industries through digital supply chain architecture. None of this is exceptional in the sense of being unrepeatable. It is the result of leadership boards that made a non-negotiable commitment to digitalisation and held the organisation to it.
What a digital supply chain twin actually is
The concept is straightforward, even if the execution takes effort. Imagine shining a bright light across your entire value chain - every production step, every inventory position, every logistics movement, every supplier handoff - simultaneously visible to everyone who needs to see it. That visibility changes behaviour. People make better decisions faster when they can see the consequences of those decisions in context.
A digital twin achieves this by capturing the digital footprint of physical activities in real time: IoT sensors on production equipment, electronic data interchange with suppliers, integrated planning systems that communicate with one another rather than operate in silos, and analytics tools that surface the signal from the noise. The result is a supply chain that can be managed at the speed of thought rather than the speed of the monthly reporting cycle. Every delay, every quality issue, every demand shift becomes visible as it happens - and can be responded to immediately.
The downstream financial impact is predictable: faster order-to-cash cycles, lower inventory requirements, reduced emergency costs, and higher customer satisfaction. These compounds. Companies that have achieved full digital supply chain visibility consistently post growth rates and cash flow improvements that leave analogue competitors behind.
Where does your organisation stand?
The nine statements below work as an honest diagnostic. A fact-based yes to most of them means your digitalisation programme is in decent shape. Anything else tells you where the work is.
IoT and digitalisation are not buzzwords in your marketing materials - they are internally treated as non-negotiable operational realities.
Your ERP, sales and operations planning, manufacturing execution, and finance systems are integrated into a single cloud-based data architecture.
Data from source systems is extracted and refreshed at least daily, ideally in real time.
You have data architects and scientists embedded in business functions along the value chain - not just sitting in IT.
Your Chief Digital Officer or CIO is actively working on supply chain and product digitalisation, not just on internal IT infrastructure.
Digitalisation progress is on the agenda of every board meeting, owned by the CEO, and reported regularly to the supervisory board.
Your competency framework has been updated to reflect digitalisation requirements, and hiring decisions have been updated accordingly.
You have regular skip-level conversations with digitally native employees to understand where they see the gaps.
Bonus: You have stopped using static presentations for business performance reporting and moved to live dashboards connected directly to your data architecture.
Setting up the digital supply chain twin
The programme runs 18 to 24 months - six months for current-state assessment and blueprinting, twelve to eighteen months for execution. The board sponsor must be the CEO. This is not a CIO project or a supply chain initiative that sits one level below the executive committee. Digital transformation at this scale crosses every function and requires the authority and accountability that only the CEO can provide.
The operational lead sits with the COO, supported by the CIO and the Head of Supply Chain and Procurement. The project team is cross-functional and full-time, operating at a daily cadence. Monthly reporting to the board level by the COO, with CEO updates to the supervisory board quarterly.
The investment covers competency development across the organisation, change management, selective hiring of digitalisation expertise, cloud infrastructure, system integration across the value chain, and analytics and reporting tooling. What it does not mean is purchasing a new ERP - that era of solving digital problems with monolithic systems is over.
The risk of this programme is real but one-directional: the risk of not doing it is considerably higher than the risk of doing it imperfectly. The alternative to digital supply chain visibility is to continue managing complex, interdependent global value chains using tools and processes designed for a simpler era. That gap widens every year.
Watch out for
Three failure modes are worth naming explicitly. First: solution providers without credible references in your industry. Digital twin implementations are complex enough that experience matters enormously - ask for it. Second: data protectionism inside the organisation, where functions argue confidentiality as a reason not to participate in the shared data architecture. Transparency is only uncomfortable for teams that have something to hide or are uncertain about their own performance. Third: systems running on the minimum viable data input. Most companies use their ERP and planning systems at a fraction of their potential data richness. Running a digital twin on incomplete data is like fitting a high-performance engine to a car with a blocked fuel line.
The bright-light analogy holds throughout. Full digital supply chain visibility illuminates every gap, every opportunity, and every risk - simultaneously, for everyone who needs to see it. That is what operating at the speed of thought actually means.
Stay safe. Be bold.
Daniel
The views expressed in this post are my personal professional opinions, based on research and publicly available information. They reflect analysis of industry trends and practices, not assertions of fact about specific companies or individuals. Nothing in this post constitutes legal, financial, or investment advice.
