News & Updates

Welcome to the Darkonium AI blog, where we share our latest insights, partnerships, and breakthroughs in AI-powered digital twins for manufacturing.

05.05.2026

Insights from the BFFF Technical Expert Group Meeting

We recently had a fantastic discussion at the British Frozen Food Federation (BFFF) Technical Expert Group. A huge thank you to Denise Rion and Kathryn Tindall for organising such a valuable session and bringing together a highly relevant group of industry experts.

Following a strong presentation by Nicholas Vassie, the discussion highlighted a consistent theme across the sector: there is significant untapped value in existing operations, but visibility remains the primary challenge.

Across manufacturers, retailers, and innovators, several important industry perspectives emerged during the session:

• Greenyard Frozen highlighted the broader challenge of managing complexity in production and freezing operations, particularly under increasing pressure regarding energy efficiency and cost.
• Froneri reinforced how technically demanding temperature-sensitive production is, and how operational complexity creates clear opportunities for smarter optimisation approaches.
• Butternut Box shared insights into scaling operations rapidly, noting where quality control processes can sometimes inadvertently drive inefficiencies.
• Asda brought the retail perspective, outlining challenges around supply chain readiness, waste reduction, and managing seasonal variability.

For Darkonium AI, the key takeaways to help the industry move forward are clear:

• Making hidden inefficiencies visible.
• Connecting patterns across complex operations.
• Enabling practical, data-driven improvements.

A big thank you to everyone who contributed to the discussion and engagement on the day, including Andrew King, Robert Sugar, Toby Waters, and Alexandra Dubois. We are looking forward to continuing these conversations and exploring how these insights can translate into real, measurable operational impact.

05.03.2026

Demonstrating AI for Health & Safety at the BFFF Expert Group

The British Frozen Food Federation (BFFF) Health & Safety Expert Group recently held its first meeting of 2026. This group plays a vital role in delivering best practices across the frozen food sector and the wider food and drink industry.

In attendance were prominent BFFF members including GXO Logistics, Inc., QK Cold Stores, COOK Trading Ltd, Sysco, Bidfood UK, StoreLogs, Holdsworth Foods, FareShare UK, and Heron Foods.

BFFF: "We were honored to have Darkonium AI's Robert Sugar and Andrew King present as guest speakers. They demonstrated a plethora of AI-driven Health & Safety applications designed to reduce injury and ill health in both coldstore environments and general workplaces." Key applications showcased included:

• Vehicle and pedestrian separation
• Heat emissions from parts of the body
• Vital monitoring
• Cold dose optimisation
• Preventing slips and trips
• Detecting falls
• Air quality monitoring
• Monitoring manual handling
• Warehouse shelf loading capacity
• Employee fatigue tracking
• Emergency evacuation protocols

Beyond crucial safety improvements, we highlighted how this technology unlocks an abundance of operational efficiencies, delivering significant broader business benefits to the cold chain sector.

15.01.2026

Reflections on the Co-AIMS Hub Kick-Off: De-Risking AI for UK Manufacturing

It was brilliant to see the momentum behind the EPSRC Collaborative AI for Manufacturing Sustainability (Co-AIMS) Hub at their recent kick-off meeting. Hosted at the University of Birmingham, the event brought together over 60 attendees from industry, associations, and regional government to push for collaborative, people-centric AI that helps UK manufacturing eliminate waste and improve productivity.

From Darkonium’s perspective, this initiative highlights exactly where AI becomes truly useful. Rather than just a slide-deck concept, we see AI as a practical tool to test thousands of operational "what-ifs"—covering energy, downtime, throughput, and waste—safely in a virtual environment before making physical changes on the shop floor. This simulation-first, de-risked approach is how efficiency improvements actually stick.

The kick-off featured excellent perspectives from key stakeholders underscoring the demand for a coordinated national effort. Highlights included EPSRC's Anke Davis discussing alignment with national strategy, Innovate UK's Gary Cutts on accelerating industrial adoption, and Siemens UK's David Moss emphasizing the critical need to translate research into real-world competitiveness through deep industry-academia collaboration.

We are looking forward to following the hub’s priorities and industrial flagships, and to continuing our ecosystem collaboration alongside the Manufacturing Technology Centre (MTC), Made Smarter, and the University of Birmingham.

05.12.2025

Presenting Darkonium AI at the Estonian Embassy

We were proud to recently present Darkonium AI at a networking evening hosted at the residence of Estonia’s Ambassador to the UK, H.E. Sven Sakkov, alongside Oxentia and Accelerate Estonia.

During the event, we highlighted how regulatory sandboxes provide a powerful environment to test bold ideas safely, de-risk pilots, and accelerate the journey from "possible" to "deployable." We also shared insights into how our AI-driven digital twins are actively helping operations teams reduce waste and energy consumption, improve throughput and On-Time In-Full (OTIF) delivery, and stress-test operational changes before they ever reach the factory floor.

A huge thank you to the Embassy team, Oxentia, and Accelerate Estonia for hosting such an inspiring evening, and congratulations to all the other innovative UK companies who presented. We are looking forward to the next steps and potential future collaborations.

05.11.2025

Darkonium Joins UNIDO’s AIM Global Community

We are thrilled to share that Darkonium has officially joined AIM Global — the United Nations Industrial Development Organization's (UNIDO) Global Community on AI for Industry and Manufacturing.

AIM Global connects innovators, manufacturers, and policymakers to scale responsible, inclusive, and sustainable AI in industry—especially in areas where capability gaps exist.

Darkonium’s approach aligns strongly with UN goals:

• Inclusive & sustainable industrial development (ISID): Our production-grade digital twins help factories cut downtime, waste, and energy consumption while boosting competitiveness—directly supporting UNIDO’s mission to advance industry for both people and the planet.
• From pilots to scale: We focus on deployable, high-TRL solutions and skills transfer, ensuring that the benefits are accessible and durable, rather than just isolated proofs of concept.
• Global cooperation: We are eager to collaborate through AIM Global’s platform and events to turn alliances into practical solutions that work in real-world factories.

03.10.2025

The Next Industrial Epoch: AI + Simulation Are Rewriting Manufacturing

Our new whitepaper explains how digital twins, IoT, and deep AI—anchored by physics-based simulation and a hybrid edge–cloud stack—move factories from isolated automation to intelligent, software-defined operations.

Western manufacturing is hitting a pivotal moment. The paper lays out a practical roadmap for combining simulation (to test “what-ifs” safely), AI (to learn and optimize), and real-time data at the edge—then closing the loop across lines, sites, and suppliers. Instead of one-off tools, you get an orchestrated system that raises throughput and quality, cuts energy and downtime, and improves safety and resilience.

We separate hype from reality: where LLMs help (assistive analytics, copilots, knowledge search) and where constraints, determinism, and safety demand simulation and control. You’ll also see a phased adoption model—baseline, prove ROI with targeted pilots, then scale—that de-risks investment and builds internal capability.

Finally, we look ahead to human-centric, sustainable, shock-resilient Industry 5.0: factories as platforms, product-service revenue models, and supply chains that adapt in near real-time.

Download the full whitepaper (PDF)

03.09.2025

Darkonium AI Joins the BABLE Smart Cities Community

We're excited to share that Darkonium AI has officially joined the BABLE Smart Cities community. This milestone connects our mission with a growing European ecosystem of innovators, municipalities, and technology providers who are shaping the future of sustainable, resilient, and people-centric cities.

At Darkonium AI, we specialise in digital twin technology, AI-driven simulations, and predictive modelling. Our platform helps cities, operators, and infrastructure providers to:

• Optimise mobility and crowd flows – modelling how people and vehicles move through complex spaces such as stations, stadiums, and city centres.
• Improve resilience and risk management – testing disruption scenarios virtually to identify vulnerabilities before they occur.
• Support smarter urban planning – running thousands of AI-driven simulations to evaluate new layouts, policies, or investment strategies before implementing them in the real world.

Joining BABLE gives us the opportunity to share these capabilities with a community dedicated to building better cities and regions, while learning from other innovators working across transport, energy, safety, and sustainability.

We believe that smart cities are not only about technology but also about trust, collaboration, and measurable impact. By combining real-time data, advanced AI, and spatial simulations, Darkonium AI empowers decision-makers to improve efficiency, reduce risks, and create safer and greener environments for citizens.

We look forward to collaborating with partners across Europe and beyond to bring our vision of trustworthy, simulation-driven smart cities to life.

03.09.2025

Darkonium Listed in Made Smarter's UK Technology Providers Directory

By joining the directory, Darkonium becomes part of Made Smarter’s national ecosystem that helps manufacturers discover, adopt and scale Industrial Digital Technologies (IDTs)—from discovery and advice through to deployment—accelerating productivity, sustainability and growth.

Darkonium's dual-engine approach combines a physically accurate, factory-scale digital twin with a proprietary intelligence layer that runs guided micro-simulations and optimisation solvers to surface the most impactful changes before implementation. Typical outcomes include reduced energy consumption, lower waste, less downtime and higher throughput.

Made Smarter case studies have shown how data-driven approaches—such as digital twins and real-time decision support—can materially reduce overproduction, waste and energy use on live factory floors (e.g., the Raynor Foods “Smart People, Smart Process, Smart Factory (S3)” project). Darkonium brings these capabilities to UK manufacturers seeking rapid ROI.

About Darkonium

Darkonium is a UK-based specialist delivering simulation-ready digital twins and AI-guided optimisation for manufacturing. The company's integrated approach targets cost, time and energy reductions by testing thousands of scenarios in a virtual model before rollout, then scaling what works across operations.

01.09.2025

Joining the £13.7m Co-AIMS Hub to accelerate AI in advanced manufacturing

We are excited to announce that we have joined the Collaborative AI for Manufacturing Sustainability (Co-AIMS) Hub, a £13.7 million initiative funded by the Engineering and Physical Sciences Research Council (EPSRC) and led by the University of Birmingham. The Hub brings together major industrial players, technology providers, and leading universities to explore how AI can make UK manufacturing more productive, resilient, and sustainable. The Hub brings together an impressive lineup of industry and technology leaders — including BAE Systems, Airbus, GKN Aerospace, Ford, Siemens, Toshiba, Dyson, the High Value Manufacturing Catapult, and Nvidia — alongside innovative businesses such as ours.

For us, this is a gateway into the UK's high-value manufacturing sector. As a Bristol-based startup, being part of a national platform alongside some of the UK's largest verticals means we can apply our solutions faster and at production level, guided by the needs and scale of real manufacturers.

Our role is clear: we are not a research lab. Instead, we focus on high-TRL, ready-to-deploy technologies — from AI-driven digital twins to advanced optimisation systems — and work with industrial partners to integrate them where they create measurable value. The Hub allows us to do that side-by-side with leading manufacturers in automotive, aerospace, clean energy, food and drink, and more.

By joining Co-AIMS, we gain both a platform and a network:

• Direct collaboration with vertical leaders in high-value manufacturing.
• A crystal-clear, quantified view of their pain points — and how much we can save them using cutting-edge technology.
• A market access boost that accelerates adoption of our solutions.
• The chance to apply advanced AI commercially, at speed, with the scale and backing of national industry partners.
• This partnership marks a major step forward for us as a commercial integrator in the advanced manufacturing ecosystem — turning complex technologies into operational gains where they are needed most.