Key Points
- Primark has partnered with Kallikor, an AI-powered supply chain network design platform, to improve distribution operations and support international expansion.
- The partnership will introduce digital twin technology, creating virtual replicas of Primark’s distribution centres to test operational changes before committing to investments.
- The technology will help teams evaluate warehouse layouts, staffing requirements, stock movements, costs, capacity and customer service using Primark’s operational data.
- Primark’s director of supply chain, Adam Hoccom, said the collaboration would help ensure its supply chain can support the retailer’s growth across markets.
- The initial focus will be on distribution centre operations, with potential future applications in automation, capital investment and wider supply chain expansion.
- The initiative forms part of Primark’s wider investment in logistics infrastructure as it prepares to introduce home delivery in Great Britain.
- Primark has also acquired a highly automated fulfilment facility in Sheffield to support its planned home-delivery service while maintaining its store-led business model.
- Coverage by Retail Week, Supply Chain Digital, Logistics Matters and other retail technology publications provides additional detail on the partnership’s simulation-led approach and potential operational benefits.
Primark has partnered with Kallikor to introduce artificial intelligence-enabled supply chain planning and digital twin technology, enabling the fashion retailer to test distribution centre configurations, assess operational changes and make more informed investment decisions before implementing them. Announced in October 2026, the collaboration will initially concentrate on distribution operations, with the potential to support automation, capital expenditure and future network expansion as Primark strengthens its logistics infrastructure and prepares to launch home delivery in Great Britain.
What Has Primark Announced About Its AI Supply Chain Partnership?
As reported by Kieran Howells of Retail Gazette on 23 October 2026, Primark has entered a partnership with Kallikor, an AI-powered supply chain platform, to improve its distribution operations and support its international growth ambitions. The agreement introduces a simulation-led approach to supply chain planning, allowing the retailer to assess proposed changes digitally before committing financial resources or altering its physical operations.
The collaboration centres on digital twin technology, which creates virtual representations of real-world facilities and operational processes. In Primark’s case, the models will replicate its distribution centres, enabling teams to examine how different operational configurations could perform under a range of conditions.
Rather than relying exclusively on existing operating arrangements or making changes directly within working facilities, Primark will be able to compare alternative scenarios in a simulated environment. This approach is intended to help the retailer identify opportunities to improve efficiency while reducing the risk of unnecessary expenditure and disruption to stores.
Reporting by Retail Week on 22 October 2026, in an article by Megan Robinson, also described the agreement as a new simulation-led approach to strategic supply chain decisions. Its coverage highlighted the creation of digital twins as the starting point for evaluating alternative distribution centre configurations before implementation.
The partnership comes as Primark develops its logistics capabilities to accommodate changes in how it serves customers. The retailer is preparing to introduce home delivery in Great Britain while continuing to operate a business model centred on its physical stores. Improving distribution planning is therefore relevant not only to its current operations but also to the additional demands associated with its planned expansion.
How Will Digital Twin Technology Change Primark’s Distribution Operations?
According to Kieran Howells of Retail Gazette, the technology will allow Primark to examine different warehouse layouts, staffing requirements and stock movements. The simulations will use the retailer’s operational data to assess the potential effects of proposed changes on costs, capacity and customer service.
Digital twins can provide a controlled environment in which businesses explore possible operational decisions without immediately changing the physical facilities being modelled. For Primark, this means teams can investigate whether a different layout or flow of goods could improve distribution performance before deciding whether to implement it.
The process can also help decision-makers consider the relationship between individual changes and the wider supply chain. A revised layout, for example, may affect the movement of stock, the workload of employees, the capacity of a facility and the speed at which goods can be processed. Evaluating these factors together can offer a more comprehensive view than examining each operational decision in isolation.
Reporting by Logistics Matters on 22 October 2026 added that the models would be built from Primark’s own operational data and could simulate detailed processes, including pick paths, labour constraints and variations in throughput. The publication reported that this would allow teams to compare operating configurations while seeking to protect service to stores.
The technology is intended to make operational planning more evidence-based. Instead of proceeding with a proposed change and assessing its consequences afterwards, Primark can compare possible outcomes before implementation. This could help identify problems earlier and give managers a clearer understanding of the trade-offs involved in different decisions.
However, the partnership’s announcement does not establish that every proposed improvement will deliver savings or better performance. Actual results will depend on the quality of the operational data, the accuracy of the models, the scenarios tested and how effectively the retailer translates the findings into real-world decisions.
Why Is Primark Using AI to Make Supply Chain Decisions?
Primark’s decision reflects the operational demands associated with running a large international retail business. Distribution networks must coordinate stock movements, warehouse capacity, labour and store requirements while responding to changes in demand. Decisions affecting one facility can also influence the performance of other parts of the network.
In its reporting, Retail Gazette quoted Adam Hoccom, Primark’s director of supply chain, who said: “As Primark continues to grow across markets, ensuring our supply chain is designed to support that ambition is critical.”
Hoccom also explained that the technology would help Primark make more informed investment decisions by allowing it to test changes to distribution centre layouts and wider network operations before implementation. His comments position the partnership as a tool for supporting long-term growth and operational planning, rather than simply a project to introduce new software.
AI-enabled scenario exploration can help teams compare several potential operating arrangements side by side. Managers may then examine the relative implications for costs, service levels, available capacity and operational risk. The value lies in improving the evidence available to decision-makers, particularly when choices involve substantial expenditure or changes that would be difficult to reverse.
Louise Collins of Supply Chain Digital also reported on the partnership on 23 October 2026, describing Primark’s adoption of digital twins as part of a wider supply chain transformation. The report included comments from Jack O’Connell, chief executive and co-founder of Kallikor, who explained that the platform could help the retailer test decisions against models based on the detailed workings of individual sites, shifts and processes.
O’Connell’s comments emphasised the importance of understanding the consequences of a proposed change across an operation, including its costs, pressure on customer service and performance during periods of increased volume or disruption. He also described the potential to keep the models updated as the business evolves, allowing the technology to be reused for subsequent decisions.
These capabilities may be particularly relevant as Primark expands into new customer fulfilment methods. Nevertheless, the reported benefits are intended outcomes of the approach, not confirmation that Primark has already achieved specific savings or measurable improvements through the partnership.
What Will the Partnership Mean for Primark’s Future Investment Decisions?
The initial phase of the partnership will focus on improving distribution centre operations. However, according to Retail Gazette, Primark intends to extend the technology’s use to the assessment of automation opportunities, capital investments and future supply chain expansion.
This broader application could allow the retailer to assess the operational implications of proposed investments before committing funding. For example, teams could compare different approaches to increasing capacity or changing how stock moves through a distribution centre. They could also consider whether changes at one site would affect the requirements of other facilities in the network.
Fiona Briggs of Retail Times reported on 22 October 2026 that the partnership would help Primark test and validate operational and capital changes before implementation. The report similarly highlighted the use of digital twins to compare alternative configurations while seeking to avoid additional costs or adverse effects on service across the store estate.
The ability to reuse simulation models may also make the approach useful beyond the initial implementation. Rather than starting a new analysis from scratch for every major operational question, teams could use an established model to investigate further changes, provided it remains accurate and reflects the retailer’s current operating conditions.
For a business planning to expand its fulfilment capabilities, this may offer a structured way to assess the interaction between infrastructure, labour, stock movements and customer demand. It could also support more consistent comparisons between investment options, although the final decisions would remain dependent on financial assessments, operational priorities and management judgement.
How Does Primark’s AI Strategy Connect With Its Home-Delivery Plans?
Primark’s partnership with Kallikor is being introduced alongside a significant development in the retailer’s approach to online shopping. As reported by Kieran Howells in Retail Gazette, Primark is increasing investment in its logistics infrastructure ahead of its planned introduction of home delivery in Great Britain.
In September 2026, the retailer confirmed plans to launch home delivery for the first time, marking a shift after years of resisting a broader move into e-commerce. The service will require Primark to support the movement of goods through fulfilment processes that differ from those associated with supplying physical stores alone.
Primark has also acquired a highly automated fulfilment facility in Sheffield to support the planned rollout. According to Retail Gazette, the facility is intended to strengthen the retailer’s digital capabilities while allowing it to retain its store-led business model.
The Sheffield acquisition and the Kallikor partnership address different but related parts of the retailer’s development. The fulfilment facility provides physical infrastructure, while digital twin technology offers a way to assess how distribution operations and network configurations could be improved.
These developments suggest that Primark is preparing its supply chain to accommodate a wider range of fulfilment requirements. Home delivery may introduce additional considerations around order processing, stock availability, capacity planning and the coordination of deliveries. Simulation could help the retailer examine how operational changes affect these interconnected processes before making further investments.
The planned service also represents a strategic adjustment for a retailer whose business has historically depended heavily on customers visiting stores. However, the available reports do not indicate that Primark intends to abandon this model. Instead, its investment in digital capabilities and fulfilment infrastructure is being presented as support for an expanded offering alongside its existing store network.
What Have Other Retail and Supply Chain Publications Reported About the Deal?
Several publications reported on Primark’s partnership during 22 and 23 October 2026, providing additional context about its technology and operational purpose.
- Megan Robinson, Retail Week, 22 October 2026: Robinson reported that Primark had partnered with Kallikor to develop a simulation-led approach to strategic supply chain decisions. The report identified the creation of digital twins of distribution centres as the first step in testing alternative operating configurations.
- Louise Collins, Supply Chain Digital, 23 October 2026: Collins covered Primark’s supply chain transformation and included comments from Kallikor chief executive and co-founder Jack O’Connell. The report described how digital twins could help test changes to individual sites and assess wider network considerations. It also cited Kallikor’s stated figures of US$14.2 million in average identified value within six months of engagement, 19% of major retail supply chain decisions being delivered as intended, and 90% of leaders saying major decisions carry reputational risk. These are figures attributed to Kallikor in the report, not independently established results from Primark’s partnership.
- Logistics Matters, 22 October 2026: Its report detailed the operational processes the models could represent, including warehouse pick paths, labour constraints and throughput variability. It also highlighted the possibility of comparing operating scenarios while minimising risks to store service.
- Fiona Briggs, Retail Times, 22 October 2026: Briggs described the collaboration as a simulation-led method for testing strategic, operational and capital changes before implementation. The report emphasised the potential to identify more efficient configurations without creating downstream cost or service problems across Primark’s stores.
- S. Scott Thompson, Retail Tech Innovation Hub, 22 October 2026: Thompson also reported the announcement, describing the partnership as an AI-powered supply chain decision capability. The article included comments from Adam Hoccom about designing the supply chain to support Primark’s continued growth across markets.
Across these reports, the consistent message is that Primark intends to use simulation to strengthen the decision-making process behind its distribution network. The coverage differs in emphasis, with some publications focusing on the technology itself and others on operational planning, capital decisions or the retailer’s wider expansion strategy.
The figures cited by Supply Chain Digital provide background on the challenges of major supply chain decisions, but they should not be interpreted as evidence that Primark has already achieved the same financial benefits or operational outcomes.
What Are the Potential Benefits and Limitations of Digital Twins in Retail Logistics?
Digital twins may offer retailers a way to assess complex operational decisions without immediately making changes to physical facilities. By using data to model distribution processes, businesses can explore alternative layouts, compare resource requirements and consider how proposed changes might affect the wider network.
For Primark, the reported areas of focus include warehouse configuration, staffing, stock movement, costs, capacity and customer service. The ability to assess these factors together could help teams identify conflicts between competing objectives. A configuration that increases throughput, for instance, would still need to be evaluated against its resource requirements and effect on service.
The technology could also support planning for periods of higher demand or operational disruption. As O’Connell explained in comments reported by Supply Chain Digital, modelling can help decision-makers assess how changes affect the operation when volumes rise or a site encounters disruption.
There are, however, limitations. Simulation results are only as reliable as the data and assumptions behind the model. If actual warehouse processes, demand patterns or staffing constraints differ from the information used, the model may not accurately predict real-world outcomes. Operational teams must therefore validate the findings and update models as conditions change.
Implementation also requires staff to interpret the results and translate them into workable decisions. Technology cannot remove the need for human judgement, financial scrutiny or operational oversight. Nor does the existence of a digital twin guarantee that a proposed investment will deliver its expected return.
Primark has not publicly quantified the savings it expects from this specific partnership in the reports reviewed. Its eventual impact will need to be assessed through evidence of implementation, operational performance and investment outcomes.
What Does Primark’s Partnership Mean for the Wider Retail Supply Chain?
Primark’s collaboration with Kallikor illustrates how retailers can apply AI-enabled analysis to strategic operational decisions, rather than limiting technology investments to customer-facing services or routine automation.
Distribution networks must balance efficiency, capacity, cost and service. As businesses add new fulfilment options, the consequences of operational decisions can become more complex. A change made to one facility may affect stock availability elsewhere, alter labour requirements or influence the ability to fulfil customer orders on time.
Simulation-led planning offers a way to examine these relationships before committing resources. For retailers considering new fulfilment models or expanding their distribution networks, it may help identify potential bottlenecks and compare investment alternatives in a structured manner.
The approach also reinforces the importance of combining technology with sound Logistics and Supply Chain planning. Professionals working in this field must evaluate operational data, resource allocation, network design and service requirements to make informed decisions. Primark’s announcement provides a current example of how digital modelling is being incorporated into these wider responsibilities.
For the sector, the central question is not simply whether AI can be introduced into logistics, but whether it can improve the quality of decisions and deliver measurable operational benefits. The results of Primark’s partnership will depend on how the technology is used, how well the models reflect actual operations and whether the insights lead to effective changes.
What Happens Next for Primark and Kallikor?
The partnership will initially concentrate on distribution centre operations, with potential applications extending to automation, capital investment and future supply chain expansion. This phased approach gives Primark an opportunity to begin with specific operational challenges before considering how the modelling environment could support additional decisions.
Its timing is significant because Primark is also preparing to introduce home delivery in Great Britain and has acquired the automated Sheffield fulfilment facility to support that development. These initiatives increase the importance of understanding how its logistics infrastructure can support both existing store operations and new fulfilment requirements.
Adam Hoccom’s stated objective is to ensure that Primark’s supply chain is designed to support growth across markets. Kallikor’s role is to provide a modelling platform through which the retailer can test operating configurations and assess their likely implications before implementation.
The next stage will be to determine how effectively the technology supports actual operational decisions. Evidence of improvements in capacity utilisation, distribution performance, service levels or investment outcomes would provide a clearer indication of the partnership’s value.
For now, the announcement establishes a direction of travel rather than a completed operational transformation. Primark is adding simulation-based planning to its supply chain toolkit as it develops its fulfilment infrastructure and prepares for a broader range of customer delivery options.