Intento Labs Intento Labs
Platform Vision · 7 slides
01 / 07
Live Product · Government Client · 2026

AI Agents for
the Built Environment

The AI brain for every model, drawing, and document.

intentolabs.io → Try BIMind
Based in Toronto, Ontario · Canada
The Problem

Building data is scattered.

Every project leaks knowledge across dozens of formats and tools.

.IFC tower-A.ifc
.PDF spec-rev3.pdf
.DWG floor-plan-2.dwg
.RVT structural.rvt
.JPG site-photo-87.jpg
.DOCX meeting-notes.docx
.IDF energy-model.idf
.PDF building-code-NBC.pdf
.XLSX takeoff-Q3.xlsx
Locked in tools Unstructured Inaccessible
Our Approach

From files, 3D models, drawings —
to AI intelligence.

AI Structured Data Files .IFC .DWG .PDF .JPG .DOCX .NBC
01

Unify every source

BIM, drawings, documents, photos, codes — one shared store.

02

AI agents structure it

Spatial reasoning + native IFC understanding — not just text-to-LLM.

03

Ask the agents anything

Queries, compliance checks, simulations, generated outputs.

The Intento Platform

Place → Learn → Use.

01 · Place

Drop in any file

BIM Models
Drawings
Documents
Photos
Codes
Site Notes
▶
02 · Learn

Agentic Knowledge Engine

AI agents structure every input. Spatial, semantic, regulatory.

▶
03 · Use

Across every product

LIVE
BIMind
Chat with your model
LIVE
EnergyAI
IFC → simulation, automated
BETA
Text-to-BIM
Describe a building, get IFC
BETA
ComplianceAI
Building-code & carbon checking
75%
For DX · IT For Architects · Engineers · Construction · Procurement
Product · Live bimind.intentolabs.io

BIMind — Agents that chat with any building.

Upload a BIM model. Our agents answer, highlight, and generate — all in the browser.

3D Viewport
● 14 doors highlighted
● Floor 2 selected
Conversation ● Live
How many doors on floor 2?
There are 14 doors on floor 2 — 8 interior, 6 exterior.
Highlight them in the viewer.
Done. Selected and tagged in the 3D view.
Multi-agent reasoning Element highlighting Text-to-BIM generation Browser-native · zero install
Product · Live Delivered to NRC Canada

EnergyAI — Agents that simulate buildings.

Architectural models become EnergyPlus-ready in hours, not weeks. Our agents orchestrate space boundaries, IDF generation, simulation, and reporting — end to end.

01

IFC Model

Architectural BIM
02

Space Boundaries

Auto-extracted geometry
03

IDF File

EnergyPlus input deck
04

EnergyPlus

Simulation engine
05

Results

Carbon · loads · costs
4–6 weeks manual
↓
~1 day
Time to first simulation
$50K+ consultancy
↓
Automated
Per-building energy modeling
University research failed
↓
NRC ✓ Delivered
Production pipeline · 2026
Where We're Going · Use of Funds

The AI brain for
the built environment.

The world's first in-house LLM purpose-built for our industry — already in development.

★ First in the industry · anywhere in the world
📈

Bring our products to market

Sales, advertising, AEC partnerships — to scale revenue across North America.

🍁

Hire here, not offshore

Every R&D dollar funds Ontario engineers and researchers. We keep our base in Toronto.

Today

3 products shipping

BIMind & EnergyAI live · ComplianceAI 75% · NRC Canada paying customer

World First
12 Months

In-house BIM LLM

First AI model trained natively on building data & spatial reasoning — anywhere in the world.

Already in development Funds → AI / R&D
18 Months

Scale go-to-market

AEC conferences · advertising · enterprise sales · partnerships

Funds → Marketing
intentolabs.io → Try BIMind
Hamid Kiavarz & Pouya Hallaj Zavareh · Toronto · 2026