Foreman AI icon Foreman AI icon Foreman AI

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.

544M+

AI Tokens of Plans Read

$737M+

Construction Value Priced

43,634

Plan Sheets Read

~2×/mo

AI Workload Growth

268

Corporate Domains

Why These Numbers Matter

Every metric on this page comes straight from the database — real users, real plan sets, real jobs. 1,490 plan sets uploaded; 43,634 individual sheets read, indexed, and reasoned over. Behind it sits 544 million+ AI tokens — roughly 408 million words of plans and specs ingested — with $737M+ in construction value priced across 19,000+ line items. AI workload has roughly doubled every month, and median time from account creation to first plan upload is 3 minutes. That's not a demo — that's product-market fit in real time.

Real Construction Value Moving Through the Platform

Not vanity metrics — actual dollars contractors estimated, priced, and marked up on real jobs.

$737M+
Construction Value Estimated
Across every budget built inside the platform, contractors have priced $737M+ of construction work — labor, materials, equipment, and subs — line by line on real jobs they were bidding.
$70M+
Client-Ready Estimates & Proposals Generated
Contractors have generated $70M+ in formal, client-ready estimates and proposals straight out of the platform — documents they sent to owners to win and price actual work.
$77M+
Contractor Margin Modeled
Inside those budgets sits $77M+ of contractor markup — at an average of 18.1% — the profit margin the platform helps contractors build in and protect on every bid.

544 Million Tokens of Plans, Read and Reasoned

The platform doesn't skim. It ingests entire plan sets at once and reasons across every sheet. This is the raw compute behind the product.

544M+
AI Tokens Processed
The platform has run 544 million+ tokens of construction reasoning — roughly 408 million words of plans, specs, and jobsite context read and understood. It ingests whole plan sets at once, not snippets.
20+ estimators
Reading Full-Time for 5 Months
To read what the AI has read, you'd need a team of 20+ estimators reading 8 hours a day, every workday, for the entire five months — just to keep up with the intake.
~2× / mo
AI Workload, Doubling Monthly
AI usage has roughly doubled every single month: 2.6M → 24.7M → 50.6M → 104M → 213M tokens in May. May alone processed 82× what January did.
4.3M words
Written Back to Contractors
The AI has typed 4.3 million words of job-specific answers — scope, takeoffs, RFIs, risk flags. A human typist would need 224 straight 8-hour days to match it.

What $737M+ Actually Looks Like

The numbers are big. Here's what they mean in the real world.

1,760 homes
An Entire Town, Priced
The construction value priced inside the platform could build a whole town of ~1,760 brand-new American homes — estimated line by line, in five months.
2.4× 🌍
Around the Earth in Dollar Bills
In single dollar bills laid end to end, that's 95,000+ km — enough to wrap around the planet 2.4 times, or reach a quarter of the way to the Moon.
$76.6M
Biggest Single Job Priced
One plan set alone — a hospital-sized project — was carved into 90 priced line items totaling $76.6M. Weeks of estimating, done in minutes.
370 Bibles
The Reading Load
The ~408 million words the AI has read equal the King James Bible cover to cover 520+ times — except every word was load calcs, spec sections, and structural notes.

Platform Metrics

1,490
Plan Sets Uploaded
1,490 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.
43,634
Plan Sheets Read
Those 1,490 sets break down to 43,634 individual drawing sheets — roughly 29 sheets per set — each parsed, indexed, and made searchable. That's the real unit of work: not files uploaded, but pages of construction documents the AI actually read.
4.6M
Words of AI Construction Analysis
The platform has written over 4.6 million words of construction analysis back to contractors — scope breakdowns, takeoffs, RFIs, risk flags, and budget reasoning. That's the equivalent of roughly 58 full-length books of jobsite-specific output.
3 min
Median Time to First Upload
Half of users upload their first plan set within 3 minutes of creating an account. No onboarding wizard. No setup call. They came to the platform with a plan they already needed read.
+659%
Month-over-Month Growth
March to April delivered a +650% jump in external plan uploads. May hit 3× April's plan volume, with 809 plan sets uploaded in May alone. This is what product-market fit looks like in real time.
614
Messages in One Plan Conversation
The longest plan conversation now has 614 total messages, including 238 contractor prompts — 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

129

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%
Corporate Domains
268

Distinct company domains — the majority of users are on corporate email, not personal accounts

Plan Sheets Read
43,634

Individual drawing sheets parsed and made searchable across 1,490 plan sets

Line Items Priced
17,000+

Individual cost line items built across 1,066 distinct construction categories

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 +659% month-over-month jump in external plan uploads. The platform crossed hundreds of real plan sets, thousands of AI messages, and hundreds of conversations. This is the month it clicked.

May 2026 — 544M Tokens, $737M+ Priced, 1,490 Plan Sets

May reached April's plan-upload volume and processed 213M AI tokens in the month alone — 82× January. The platform now sits at 544M+ tokens of plans read, 1,490 plan sets, $737M+ in construction value priced, and 268 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. 1,490 plan sets have already been uploaded. 14,000 AI messages exchanged across hundreds of conversations. $737M+ in construction volume modeled inside the platform. April delivered +650% month-over-month plan-upload growth, and May hit April's plan volume.

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.