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Robert Sugar

Director

Darkonium AI

Bristol, United Kingdom

1 profile visit

Darkonium AI: simulation-first city ops twins. In 2 weeks we model transit/waste/crowd what-ifs, cut delays, energy & overtime, and hand you a KPI plan.

My organisation

Darkonium AI

Darkonium AI

Startup / Scaleup

Bristol, United Kingdom

Cities don’t need another dashboard; they need proof a change will work. Darkonium AI is a simulation-first digital twin studio for operations at street level: bus and tram headways, depot shift planning, waste-collection routing, port/last-mile logistics, and event crowd resilience. In a 2-week Digital Twin Sprint, we ingest your constraints—timetables, layover rules, union shifts, yard geometry, EV charge windows—then run thousands of scenarios to find the plan that cuts delays, energy and overtime while keeping safety and compliance intact. You get a KPI pack and an implementation roadmap; we stay on site to make it stick. Team: UKRI/UKSA assessor founder with 20 years in simulation & optimisation, plus Andrew King (ex-Cavendish Nuclear/NNL/Terrestrial/Nuvia) for high-integrity delivery. Ask: 3 pilot cities or agencies for Q4–Q1 (transit/waste/events). Let’s prove impact in weeks, not years. Brella / brokerage profile (≤140 chars) Simulation-first digital twins for transit, waste & events. 2-week sprint to cut delays, energy & overtime. Pilots wanted (city ops & integrators). “What we do” bullets (submission form) Transit & depot: headways, layovers, shift & yard optimisation Waste & fleet: dynamic routing, EV charge windows, depot turns Events & safety: crowd flow, egress, disruption playbooks Method: 2-week sprint → thousands of scenarios → KPI plan → on-site rollout
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About me

Entrepreneur, physicist, and technologist with 25 years' experience in simulation, optimisation, and AI. Robert specialises in turning complex data into practical solutions that deliver measurable results on the factory floor.

At Darkonium AI, he leads client engagements from concept to deployment, ensuring digital twins and AI optimisers deliver real impact:

  • Advised global clients including BMW and Siemens on digital transformation, optimisation, and data-driven decision making.

  • Paid consultant and registered assessor for UKRI and the UK Space Agency, trusted to evaluate and shape high-impact innovation projects.

  • Delivered two Horizon Europe programmes and two Innovate UK projects, applying simulation and AI to real-world industrial challenges.

  • Guides teams through live modelling, KPI setting, and shift optimisation — balancing throughput, energy, cost, and downtime.

  • Applies deep expertise in simulation and spatial intelligence (manufacturing, logistics, security, insurance, transport, maritime) to resolve bottlenecks and disruptions.

  • Bridges strategy with hands-on deployment — supporting leadership, engineers, and operators so solutions work in practice, not just on paper.

Skills

  • project management
  • AI
  • Digital Twin
  • process optimising
  • Simulation

Interests

  • Smart city
  • Traffic
  • cargo
  • last-mile delivery
  • warehouse
  • Distribution

Marketplace (1)