Built by alumni of
Construction runs on software built in 1997.
And it shows.
The world's largest physical industry still coordinates trillions of dollars of work in tools that pre-date Google.
Sources: McKinsey AEC productivity report, FMI rework cost study, Oxford Economics global construction outlook.
It's not Revit.
It's the massive services layer on top.
The MEP coordination work that sits between drawing and dirt is the largest unautomated knowledge-work pool in physical industry.
- Architect delivers IFC / RVT model
- MEP consultant opens it in Revit
- Junior engineer checks clashes — manually
- Change orders caught after ground-break
- Massive rework cost per missed clash
- MEP work is rule-bound & highly repetitive
- NFPA 13/72, NEC — fully codified logic
- LLMs can now reason over BIM metadata
- AI does in minutes what takes engineers weeks
- The entire coordination layer is ripe for automation
Three agents. One pipeline. Detect → Coordinate → Quantify.
A single coordination layer that ingests Revit/IFC and returns the work that actually drives change orders.
Change Detection
Compares old vs new model revisions. Flags structural, MEP, and architectural changes with confidence scoring.
Clash Detection
Multi-discipline cross-check: Mechanical vs Electrical vs Plumbing vs Structural. Severity rated low → critical.
Cost Impact
Translates each clash into dollars and schedule days. Rollup by MEP discipline.
Crawl → Walk → Run. Start with software. End with the services layer.
A deliberate path from coordination tooling to the AI-native services firm the industry needs.
Software around Revit
- Coordination agents for real MEP workflows
- Change / Clash / Cost detection live
- Validated on production IFC files
Outcome-priced design agents
- Expand into fire alarm + electrical design
- Charge per deliverable, not per seat
- Deep Revit integration
AI-native MEP services firm
- Full MEP discipline coverage
- Days instead of weeks
- The new standard for coordination
A category-sized opportunity.
Beachhead in coordination software. Expansion into the services layer that sits on top.
Two operators. Inside knowledge. Outside lens.
Met at University of Florida. Moved to Silicon Valley. Built at unicorns and decacorns. Now building one themselves.
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- Nutanix — Infrastructure at hyperscale
- Cohesity — Data management & backup
- AuraSell AI — Founding Engineer for AI-native sales intelligence
- M.S. University of Florida · Silicon Valley
8Y
- Nutanix — Infrastructure at hyperscale
- MixPanel — Product analytics, PLG at scale
- Amazon — Distributed systems, AWS
- Monte Carlo — Data reliability & AI infrastructure
- M.S. University of Florida · Silicon Valley
Design Partner
- Currently managing portfolio of Pre and Post contract work in Florida.
- More than 1.5 million sqft of work in place between Luxury Development, Healthcare, Office space and K-12 Education building.
- Experienced in all aspects of construction, from pre-construction to closeout.
The future of MEP coordination is being built now.
A working alpha that catches the design errors before they become field change orders. See what AI coordination looks like.