Darkonium AI: AI-powered digital twins to cut manufacturing cost and waste

We built Darkonium because most manufacturers still struggle to optimise operations without taking real-world risks. Factories lose time and money testing new layouts, shifts, or disruption responses - and traditional planning tools can’t keep up. What’s unique about Darkonium is that it combines AI-driven optimisation with real-time digital twin simulation. Instead of relying on static spreadsheets, our engine runs thousands of “what-if” scenarios in hours, helping manufacturers cut downtime, reduce energy waste, and improve safety. We’re most proud that we’ve already validated this approach in demanding scenarios - from crowd flow optimisation at Berlin Central Station to factory throughput case studies in the UK. Seeing how much impact simulation + AI can have, not just in theory but in practice, is what drives us. Excited to share this with you and hear your thoughts!