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Platform Traction

The Numbers Behind
Foreman AI

Real contractors. Real plan sets. Real construction volume. These aren't projections — they're what the platform has already processed.

+571%

MoM Growth (Mar→Apr)

753

Plan Sets Uploaded

$346M+

Construction Volume Modeled

4 min

Median Time to First Upload

37

States with Activity

Why These Numbers Matter

Every metric on this page is from real, external users using the platform on real jobs. 753 plan sets uploaded. 7,410 AI messages exchanged across 433 conversations. $346M+ in construction volume modeled inside the platform. +571% month-over-month growth from March to April, with May already pacing 3× April. Median time from account creation to first plan upload: 4 minutes. That's not a demo — that's product-market fit in real time.

Platform Metrics

753
Plan Sets Uploaded
753 complete plan sets — architectural, structural, MEP, civil — have been uploaded, indexed, and reasoned over by the platform. Every set ties to a real job a real contractor was working on.
4 min
Median Time to First Upload
Half of users upload their first plan set within 4 minutes of creating an account. No onboarding wizard. No setup call. They came to the platform with a plan they already needed read.
+571%
Month-over-Month Growth
March to April delivered a +571% jump in new platform activity. May is already pacing roughly 3× April, with multiple days clearing 20 new accounts each. This is what product-market fit looks like in real time.
249
Messages in One Conversation
A single user sent 249 messages to the AI in one conversation — reading plan sets, asking targeted scope questions, cross-referencing specs. That's not a demo. That's a contractor doing their actual job on the platform.

Three Signals That Matter

Not every user is the same. These three tell you who's finding value.

Large Contractor

Enterprise-Scale GC

High-volume contractor using plan intelligence

$4B+

Annual construction volume

Public Sector

Government Team

Public works users reviewing construction documents

GOV

Municipality on platform — rare at pre-seed

Top Power User

Repeat GC User

General contractor using Foreman on active bids

28

Plan sets uploaded — real production use

Who's on the Platform

These aren't demo accounts. These are real contractors uploading real plan sets for real bids.

What Kind of Companies Sign Up

Diverse across segment, trade, and region — not a single vertical playing on a gimmick.

General Contractors
58% · GCs & developers
MEP & Specialty Trades
24% · mech / elec / steel / roof
Plan Review & Consulting
9%
Large GC / Heavy Civil
6%
Government / Public Works
3%
Geographic Reach
2

Countries — United States + Australia (Build Free, Factory2Key)

U.S. Footprint
37

States with platform activity — 23 with verified plan-set uploads

Corporate Domains
127

Distinct company domains — the majority of users are on corporate email

Where the Plans Are Coming From

Every shaded tile is a state where a contractor has uploaded a real plan set or had an AI conversation about a real project. No demo data — just what the platform has actually processed.

37
States with activity
23
States with uploaded plan sets
2
Countries (U.S. + Australia)
Heavy use (10+ uploads) Active (3–9 uploads) Early activity (1–2 uploads or chat) Open territory

What the Platform Does

Full Plan Set Reading
Upload a 200-page plan set — architectural, structural, MEP, civil, specs. The AI reads every sheet, classifies them by discipline, and cross-references between them. Ask it anything.
CSI Estimate Generation
Generate a full 16-division CSI-format estimate from the plan set. Division 03 concrete, Division 05 metals, Division 09 finishes — pulled from what the AI reads in the drawings and specs.
Desktop Bridge
The AI controls your desktop — opens apps, pushes estimates to spreadsheets, searches your inbox for RFIs. No API keys, no connectors. It uses the same applications you do.
Voice-First Interface
Talk to the AI like you'd talk to an estimator. "What does the spec say about the slab curing?" "Pull the structural notes for the second floor." It responds to voice or text.

How We Got Here

Q4 2025 — First Plan Upload

Platform launched with single-sheet PDF reading and basic chat. First plan uploaded and analyzed.

Q1 2026 — Multi-Sheet Intelligence

Full multi-sheet plan set support. Cross-sheet reasoning between architectural, structural, and MEP drawings. First external contractors onboarded.

Q1 2026 — Desktop Bridge

Shipped Desktop Connect — the AI can now control spreadsheets, email, and desktop applications. Zero-integration setup for flexible integrations.

Mar 2026 — First Real Companies

ENR Top 400 firms, USACE contractors, and specialty trades started showing up on the platform. 200+ plan sets uploaded, $200M+ in construction volume modeled.

Apr 2026 — Inflection

April delivered a +571% month-over-month jump in new platform activity. 753 plan sets on the platform, 7,410 AI messages, 433 conversations. The longest single conversation hit 249 messages — one contractor reading specs, cross-referencing sheets, and putting a real bid together. This is the month it clicked.

May 2026 — $346M+ Volume, 37 States

Eleven days into May and the platform has already eclipsed April's total activity. $346M+ in construction volume modeled inside active estimates. Activity confirmed in 37 states across 127 corporate domains. The pace says this is just the start.

The Opportunity

The U.S. construction industry is a $2 trillion market. Pre-construction — estimating, plan review, bidding — represents $200B+ in labor costs that are still almost entirely manual. Estimators spend 60–80% of their time reading plan sets, cross-referencing specs, and building spreadsheets.

Construction software is moving quickly, but most tools still handle one narrow slice of the workflow: storage, markup, takeoff, accounting, or project management. The gap is execution across the whole preconstruction process.

Foreman AI reads full plan sets, reasons across sheets, generates CSI estimates, and controls desktop applications — all from voice or text. 753 plan sets have already been uploaded. 7,410 AI messages exchanged across 433 conversations. $346M+ in construction volume modeled inside the platform. April delivered +571% month-over-month growth, and May is pacing 3× April. Activity is live in 37 states.

See It Work on Your Plans.

Upload a plan set. Ask the AI anything about scope, specs, conflicts, or costs. No demo required — the product speaks for itself.