PLAN0 AI
AI powered construction cost estimation & analytics.
Spring 2026ActiveReal Estate and ConstructionComputer VisionReal EstateConstructionProptechAI
Company
https://plan0.aiPLAN0 is an AI-powered construction cost intelligence platform serving real estate developers, investors, and general contractors.
PLAN0 analyzes architectural plans using computer vision models to generate detailed cost estimates and analytics in minutes. Through industry partnerships, the platform is also building a database of historical and real-time localized cost data that power its analytics tools. A developer can test whether switching from concrete to steel reduces cost, a lender can stress-test against historical overrun patterns, and a contractor can lock in steel pricing ahead of forecasted hikes.
The vision is to develop the Bloomberg of construction.
Verdict
High Signal
Market Opportunity
Construction cost estimation is a massive, chronically underserved market — US construction spend alone exceeds $2T annually. ICP is clearly articulated: developers, investors, lenders, and GCs all with distinct use cases described. B2B enterprise with data network effects as the database grows; monetization path through SaaS subscriptions and potentially data licensing is clear.
High Signal
Founder Signal
Arash brings 14 years of domain-specific experience: 8 years in real estate PE ($1.5B invested), 3 years in RE lending ($4.5B), and 3 years in development ($1.2B of projects), plus Columbia MSRED and adjunct teaching — this is exactly the ICP he's building for. Shervin is a former Apple engineering manager who shipped hearing health features for AirPods, with a robotics engineering background from University of Toronto — strong technical credibility for CV/ML product. Domain + technical co-founder pairing is a genuine strength here.
Medium Signal
Competition
No competitor data was returned, but this space has known players: Procore (broader PM platform), Sage Estimating, PlanSwift, Togal.AI, and legacy tools like RSMeans/Gordian. The differentiation angle is the localized real-time cost database plus CV plan analysis — if the proprietary data moat materializes, this is meaningful. But the space is not empty and enterprise sales cycles will be long.
Medium Signal
Product
The platform description is substantive — computer vision analysis of architectural plans, localized cost databases, scenario modeling (material substitution, overrun stress-testing, commodity price locking). However, no live demo, named customer logos, pricing page, or specific revenue/usage metrics are visible in the data. The 'Bloomberg of construction' vision is compelling but still aspirational.
OverallA Tier
PLAN0 has one of the strongest domain/technical co-founder pairings in this batch — Arash has lived the exact pain point across PE, lending, and development at scale, while Shervin brings shipped-product engineering credibility from Apple. The market is real, large, and the ICP is precisely defined with differentiated use cases per customer type. The key risk is whether they can actually build and close the proprietary localized cost database — that's the moat, and it requires industry partnerships that are hard and slow. No visible traction data (revenue, customers, logos) yet, which keeps this from S tier. Execution on the data flywheel will determine everything.
Active Founders
PLAN0 AI