TRXL

Arc 3 of the Next AEC Tech Stack series is about your data. Most firms are sitting on years of project information, and every company in this arc says it can turn that into an asset. This first episode asks what that history is worth, and why so little of it gets used again.
Marty Rozmanith at Skema starts with lawyers, whose old cases keep their value for a whole career. Randall Stevens at AVAIL calls project knowledge a capital resource, and says the part firms never capture is why a decision was made. Aaron Vorwerk and Mike Soldan at Egnyte separate a pile of files from data you can use. Ross Wagner at Pirros and Dimitrie Stefanescu at Speckle describe what leaves when your most experienced people do. Matt Wash and Ariel Cooke-Zamora at Bimbeats show what firm data can tell you about your own time and fees. Sasha Crotty at Autodesk says to start with the question you want answered. Chris Razzell at dRofus takes on who pays for good data. Roderick Bates (Chaos), Scott Reynolds (UpCodes), and Theodoros Galanos weigh in on small firms, public data, and why waiting for clean data is the wrong move.
This episode is especially relevant for firm leaders, BIM managers, and design technologists who know the project archive is worth something and can't say how to get at it.
Get all the show notes, links, and enter to win a pair of Ray-Ban Meta Smart Glasses, courtesy of series partner Graitec, at trxl.co/246
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German Aparicio, Jr. of Trimble joins Speckle's Virginia Senf, Neuron Factory's Salil Pandit, and Pelles.ai's Yael Meretyk Hanan to talk about Trimble's equity-free 0-60 Challenge and what it takes for startups to build real integrations inside a large AEC platform company. We explore founder time versus accelerator upside, Trimble as a system of record looking for systems of action and intelligence, why trustworthy model data matters more as AI gets faster, and why risk reduction is harder to measure than hours saved.
This episode is especially relevant for AEC founders weighing corporate accelerators, practitioners who want to understand what Speckle, Neuron Factory, and Pelles are actually shipping into the Trimble stack, and firm leaders headed to Trimble Dimensions who want a preview of the Demo Day conversation before they get to Las Vegas.
To learn more about German Aparicio Jr., Virginia Senf, Salil Pandit, and Yael Meretyk Hanan, see the full show notes with links at https://trxl.co/245
To get more great conversations with AEC technology leaders on the TRXL podcast please visit https://trxl.co
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This is the last episode of Arc 2. The first two asked what these tools can do. This one asks what happens when they get it wrong, who is still on the hook when they do, and what that means for the people coming up in this profession.
Mike Soldan at Egnyte says the bigger risk now is reference content that's five years old, not a hallucination. Randall Stevens at AVAIL points out that running automation across a whole drawing set can leave someone checking every piece of it. Oliver Goldman at Autodesk says the accountability stays with whoever delivers the work, whatever tools they used. Holger Kreienbrink at Graphisoft expects people to check AI output less and less until they sign without looking. Scott Reynolds at UpCodes tested its review against the 1981 Hyatt walkway collapse and the Champlain Towers collapse. Theodoros Galanos asks whether we hold AI to a standard we've never measured ourselves against. Then the harder question: who do firms still hire, and how does the next generation learn when the grunt work goes away? Roderick Bates (Chaos), Marty Rozmanith (Skema), Matt Wash and Ariel Cooke-Zamora (Bimbeats), Prasanta Bose and Michael Jansen (TwinMaster), Jesper Wallgren (Finch), Gavin Nicholls, and Campbell Yule weigh in, and close on the firm of 2030 and why billing by the hour gives the productivity gain away.
This episode is especially relevant for principals who put their stamp on drawings, firm leaders deciding how much to trust these tools, and anyone responsible for training the next generation when the work they learned on is disappearing.
Get all the show notes, links, and enter to win a pair of Ray-Ban Meta Smart Glasses, courtesy of series partner Graitec, at trxl.co/244
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Espy Harper, David Spehar, and Anthony Hauck join the podcast to talk about data-driven design for healthcare, where a missed clearance or a misplaced outlet stays built into a hospital for decades. We explore why firms treat every project like their first, how as much as 90% of room requirements can be templated and reused, and how a live link between a room-data database and a 3D planning tool lets one equipment change ripple through every affected room. We also get into bringing nurses and department heads into early design, and who should own the data once the building opens.
This episode is especially relevant for healthcare planners, design technology leaders, and firm principals who know their best knowledge lives in a few senior people's heads, and are wondering what it would take to turn it into something the whole firm can use.
To learn more about Espy Harper, David Spehar, and Anthony Hauck, see the full show notes with links at https://trxl.co/243
To get more great conversations with AEC technology leaders on the TRXL podcast please visit https://trxl.co
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About This Episode's Partners:
This is a special partner episode, produced in partnership with dRofus and Hypar.
dRofus
dRofus is a planning and building information management platform that helps organizations and design teams in healthcare, aviation, government, retail, and more manage room requirements, equipment, space data, and project standards throughout the building lifecycle. By connecting owners, architects, engineers, and contractors around a shared source of truth, dRofus improves collaboration, reduces costly redesigns, and ensures projects remain aligned with operational and capital planning goals. Learn more at dRofus.
Hypar
Hypar is 3D space planning software for complex buildings, built for early design. Drop in your program and CAD, then drag rooms into place with walls already sized. Hypar is intuitive enough that clients can help shape the rooms in your design meetings. It checks areas and equipment clearances as you go. Hold several options in one model and change one on the spot. When a client spots a need pre-design missed, fix the requirement and design together in the same meeting. Revit takes over for construction documents. Learn more at https://hypar.io/
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I asked the same partners you heard last episode two questions back to back. When a vendor says AI, do they mean autocomplete, a copilot, or something that acts on its own, and does the distinction matter to you? And further out, can you describe a building in plain English and get something real back?
Oliver Goldman at Autodesk isn't sure the three terms mean much beyond branding, and explains why Revit's MCP server started read-only when both you and the agent hold the pen. Greg Demchak at Bentley describes an agent driving a headless MicroStation, and argues for a new interface on top of a proven geometry engine instead of a rewrite. Matt Wash at Bimbeats shows an agent flagging a model with 50 hours of work from one person and no second reviewer, while Ariel Cooke-Zamora explains why his crash-report agent ended up as a Python script. Marty Rozmanith at Skema says the AI writes deterministic scripts and then runs them, and calls Revit a data entry tool. Scott Reynolds at UpCodes says stacking agents in a line is a software architecture mistake. Jesper Wallgren at Finch gave this episode its title. Mike Soldan (Egnyte), Prasanta Bose and Michael Jansen (TwinMaster), Roderick Bates (Chaos), Holger Kreienbrink (Graphisoft), Gavin Nicholls, Campbell Yule, and Theodoros Galanos (Aurecon) weigh in on where the prompt-to-building idea holds up and where it breaks.
This episode is especially relevant for firm leaders and design technologists who are being sold "agentic" this quarter and need a way to tell what ships today from what is still a demo, and for anyone wondering how far a prompt gets you toward a building.
Get all the show notes, links, and enter to win a pair of Ray-Ban Meta Smart Glasses, courtesy of series partner Graitec, at trxl.co/242
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Free members get email notifications when new episodes are released and when new posts are published on TRXL.co
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