Why Digital Twins Need an Intelligence Layer

Michael Jansen and Dr. Prasanta Bose join Evan Troxel and Randall Stevens to talk about what it takes to put an intelligence layer on top of a digital twin. Bose traces the idea back through reinforcement learning, Lockheed Martin satellites, and Starbucks before explaining why a real twin needs both a sensing layer and a cognitive one. They get specific about the decisions behind TwinMaster: refusing to build another design authoring tool and instead embedding their Arch-e copilot inside Revit, Archicad, and MicroStation; building a semantic, systems-oriented model so the AI can reason about a wall as more than two planes; and tuning existing models with context rather than training their own.This episode is especially relevant for design technologists, BIM leads, and AEC software teams weighing how AI actually fits into established tools instead of replacing them. Jansen makes the case that architects, who create the original twin, could sell and maintain it as an ongoing service and move past one-time fixed fees. You will come away rethinking where the value sits after the drawings are done.Episode Links:Connect with the guestsDr. Prasanta Bose, CEO and co-founder — LinkedInMichael Jansen, Chief Business Officer and co-founder — LinkedInTwinMasterWebsite and company LinkedInArch-e joins the Bentley EcosystemTwinMaster: ChatGPT for Architects, in 3D (AEC Business)Tools and ecosystems mentionedAutodesk (Revit, AutoCAD), Bentley (MicroStation, iTwin), Graphisoft Archicad, Trimble (SketchUp, Connect), McNeel Rhino, Nemetschek, ChaosPeople and ideas referencedAndrew Barto and Richard Sutton, 2024 Turing Award, Santa Fe Institute, Falkonry, Cityzenith, Gaussian splatting, regenerative designWatch this episode on YouTube.-----The Confluence podcast is a collaboration between TRXL and AVAIL, and is produced by TRXL Media.Learn more about them at https://trxl.co/media and https://getavail.comLearn more about the Confluence podcast at https://confluence.getavail.com/podcastLearn about the Confluence events at https://confluence.getavail.com