B
BIMind
by Intento Labs · 2026
01 / 14
Live Product · Paying Customer

The AI Brain
for Building Models

BIMind turns complex BIM/IFC files into a conversation.
Ask questions. Get answers. Create buildings — all from your browser.

The Problem

The $16T Construction Industry
Still Can't Talk to Its Own Data

🔒

Data Locked in Desktop Tools

BIM models live in Revit, ArchiCAD, or Navisworks — expensive, complex software that only specialists can operate. On-site teams, clients, and managers are locked out.

⏱️

Hours Wasted on Simple Questions

"How many doors on floor 3?" requires opening heavy software, navigating the model, running a schedule, and exporting. A 30-second question takes 30 minutes.

🚫

No AI Understands BIM

ChatGPT can't read an IFC file. Copilot doesn't know what an IfcWall is. There is no AI assistant built for the structured, spatial world of building data.

Market Opportunity

A Massive, Digitizing Market

TAM
Global Construction Technology
$16.4T
SAM
BIM Software Market (growing 12% CAGR)
$9.3B
SOM
AI-Powered BIM Tools · Year 3 Target
$120M
16.4%
AI in Construction CAGR
$5.8B → $49.6B by 2035
72%
Of AEC firms plan to increase
BIM technology spending
35%
North America market share
Strongest digital mandate adoption
The Solution

Meet BIMind

An AI-native, browser-based platform that lets anyone — architects, engineers, project managers, even clients — interact with BIM models through natural language.

bimind.intentolabs.io
🏠
💬
🔍
📋
👁
3D Viewport
How many walls are on the second floor?
There are 14 walls on the second floor. 8 are exterior load-bearing walls and 6 are interior partition walls.
Create a wall with a window opening
Done! I've created a 5m × 3m wall with a 1.2m × 1.0m window opening. Loading into the viewer now…
Key Capabilities

What BIMind Can Do Today

💬

Natural Language Queries

Ask anything about your model — element counts, properties, dimensions, spatial relationships — in plain English.

🏗️

AI Model Generation

Describe a building in words and BIMind creates a valid IFC file using ifcopenshell — loaded instantly into the 3D viewer.

🌐

Browser-Native 3D Viewer

Full IFC visualization with Three.js — no plugins, no installs. Works on any device, including tablets on-site.

📏

Measurement & Annotations

Point-to-point distance, annotation pins with labels, exploded view for storey inspection, and model diffing.

🤖

Multi-AI Provider

Powered by Gemini, GPT, or Claude — users choose the model. BYOK (Bring Your Own Key) for enterprises.

🔐

Enterprise Auth & Billing

OAuth via Google/GitHub/Microsoft. Credit-based billing with Stripe. Role-based access with Supabase RLS.

How It Works

Three Steps to Intelligence

01

Upload

Drag & drop any IFC file into the browser. Parsed and rendered in seconds — no server round-trip for 3D.

02

Ask

Type a question or command. The AI agent analyzes the model, calls specialized IFC tools, and returns structured answers.

03

Act

Highlight elements, generate reports, create new models, measure distances — all from the chat. Results appear in the 3D view.

Competitive Landscape

The Only AI-Native BIM Platform

Others do viewers OR AI. BIMind does both — in the browser, with creation.

Capability Revit / ArchiCAD Speckle / IFC.js ChatGPT / Copilot BIMind
3D IFC Viewer Desktop only Browser Browser
AI Chat with Model No BIM awareness BIM-native AI
IFC Generation from Text
No Install Required $2,500+/yr
Multi-AI Provider Single vendor Gemini/GPT/Claude
Credit-Based Billing Annual license Free / limited Subscription Pay-as-you-go
Target Customers

Who Needs BIMind

🏢

Architecture Firms

Quick design QA, client presentations, early-stage concept exploration without heavy CAD software.

🔧

Engineering Teams

Spatial clash checking, structural element queries, quantity takeoffs via natural language.

🏗️

Construction Managers

On-site model access from any device. "Show me the HVAC on level 2" — instantly.

💼

Real Estate Developers

Understand building data without technical expertise. Ask cost, area, material questions directly.

🎓

Universities & Training

Interactive BIM learning. Students explore models and learn IFC concepts through AI conversation.

🏛️

Government & Compliance

Automated model checking against building codes. AI-driven validation reports.

Business Model

Revenue Streams

Free
$0
Try before you buy
  • 50 free credits
  • 1 model upload
  • Basic analysis
  • Community support
Team
$99/mo
Per seat, for teams
  • 2,000 credits/seat
  • Shared model library
  • BYOK support
  • Admin dashboard
Enterprise
Custom
White-label & on-prem
  • Unlimited credits
  • Custom AI models
  • SSO / SAML
  • On-premise deploy
NRC
First client
National Research Council Canada
85%+
Target gross margin
(AI API costs are marginal)
$0
CAC on first customer
Organic / network referral
Traction

From Zero to Revenue in Weeks

NRC
First Client
National Research Council Canada
3+
Phases Delivered
Extension + bigger project underway
Live
Production Deployment
bimind.intentolabs.io

Product

Full-stack platform deployed. 3D viewer, AI chat, IFC generation (Text-to-BIM in beta), OAuth, billing — all production-ready.

NRC Canada

Delivered a 3-phase custom B2B solution for the National Research Council of Canada. Client has already requested an extension and we are working on a second, much larger project with them.

Growing Pipeline

Actively talking with multiple potential customers. Credit-based billing live with Stripe. Ready to scale B2B and self-serve in parallel.

Technology

Built for Scale from Day One

Frontend

Single-file HTML + Three.js + web-ifc. Zero framework debt. Renders IFC natively in the browser. Deploys as a static file — infinitely cacheable.

AI Backend

FastAPI + LangChain/LangGraph. Stateful agent with tool-calling: IFC analysis, Python execution, validation. Swappable AI providers.

Infrastructure

Supabase (Postgres + RLS + Auth). Stripe billing. Deployed on Render with auto-deploy from GitHub. Zero DevOps overhead.

Architecture

┌─────────────────┐
│ Browser │
│ Three.js + IFC │
│ Chat UI │
└────────┬────────┘
│ HTTPS
┌────────▼────────┐
│ FastAPI + Agent │
│ LangGraph │
│ Tool Executor │
└──┬──────┬──┬────┘
│ │ │
Supabase Stripe AI APIs
Roadmap

Where We're Going

NOW — LIVE

Core Platform

3D IFC viewer, AI chat, model generation, OAuth, credit billing, multi-AI provider support.

Q3 2026

Collaboration & Teams

Multi-user model sessions. Shared annotations. Team workspaces. Admin controls and usage analytics.

Q4 2026

Enterprise Features

SSO / SAML. On-premise deployment. Custom AI model fine-tuning on company-specific BIM data.

2027

Platform Ecosystem

Plugin marketplace. Revit/ArchiCAD export. Automated code compliance checking. Digital twin integration.

Revenue Projections

Year 1 (2026) $120K ARR
Year 2 (2027) $500K ARR
Year 3 (2028) $2M ARR

Unit Economics Target

$350
Avg. Monthly Revenue per B2B Customer
< $50
Cost to Serve (AI API + Infra)
The Ask

Pre-Seed Round

$1M – $1.5M

Pre-seed at $5M–$7M pre-money valuation · SAFE or priced equity

Use of Funds

  • Engineering: 3 hires (full-stack, AI/ML, BIM specialist) — 50%
  • Infrastructure, AI API costs, scaling — 15%
  • Go-to-market: AEC conferences, BD, partnerships — 20%
  • Operations, legal, 18-month runway buffer — 15%

Milestones to Hit

  • $200K+ ARR within 12 months
  • 15+ paying B2B customers
  • Enterprise pilot with a top-50 AEC firm
  • Launch team collaboration & enterprise features
  • Position for $3M+ Seed round
B
BIMind

The future of BIM is
conversational

A $9.3B market. AI-native from day one. Live product. Government client (NRC Canada).
Let's build the standard for intelligent building data.