ConTech Execby Stentorian Research
Episodes · · 45 min

Your CPM Schedule Is a Backwards Pass

with Alan Espinoza, Reconstructive AI

Show notes

The conversation.

Everybody quotes the failure stat. Almost nobody reads it right.

Alan Espinoza of Reconstructive AI returns for the full Texas Drive Time conversation, and he opens by reframing the number the industry hides behind. It isn't that seven out of ten implementations failed. It's that seven out of ten people struggled to use what you bought them. Different problem. No software fix.

Then the harder question: what are we actually training these models on? An architect, a GC, and an owner will each get a different answer out of the same tool, because each one is prompting it to defend their own position. If AI learns the industry as it behaves today, all we've built is a faster way to point fingers.

Host Robert Zimmerman and Alan cover the administrative state built out of CYA contract language, the 96% of data that goes straight to the shelf, CPM schedules as a backwards pass from a date corporate already picked, and what walks out the door when your one indispensable guy retires.

Plus a Reconstructive AI update — Y Combinator, GC incubators, and agents crawling county permit records to find work early.

🎧 Also on YouTube.

Real People. Real Work. Real Talk.

#ConTech #AIinConstruction #ConstructionTechnology #ConstructionProductivity

Chapters

Jump in.

Each chapter opens the video at that moment on YouTube.

  1. Welcome back / the Candy Crush superintendent, one year later
  2. Technology is a tool. The wall everybody hits.
  3. No baseline, no ROI: measuring what you never measured
  4. The 70% failure stat, reframed. MIT's 95%.
  5. Humans make the decisions. Screw guns don't place screws.
  6. AI plus robotics, WALL-E, and the human in the loop
  7. What are we training it on? Scope vs. the project
  8. Architects want to design. IPD and design-build on paper vs. in practice.
  9. Why productivity never moved: finger-pointing and garbage in, garbage out
  10. 96% of data unused. Digital debt.
  11. The administrative state, CYA, and errors and omissions
  12. Gamification, prize wheels, and Duolingo streaks on a job site
  13. "I hate it, Mom." Robert on learning AI anyway.
  14. Bad communication is bad communication
  15. CPM as a backwards pass. Pre-construction optimism.
  16. What's new at Reconstructive AI: Y Combinator and GC incubators
  17. Client work: agents scraping permits, county records, and land use
  18. The underserved mid-market GC
  19. The retiring brain and the fear underneath it
  20. Culture Index: different people, different instructions
  21. AutoCAD, Revit, BIM — we've done this before
Real people. Real work. Real talk.

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