AI Agents for the Built Environment
From intelligent BIM analysis to energy simulation and custom compliance pipelines — our proprietary LLM and 100+ specialized AI agents transform how the AEC industry works with building data.
Products
BIM, energy, and enterprise pipelines — powered by our agent platform.
BIMind
Our AI-native BIM viewer — query, create, and analyse IFC building models through natural conversation, backed by 100+ specialized AI agents.
Talk to Your Building
Natural language interface to query, modify, and create IFC models through conversation.
Compliance in Seconds
100+ validation agents check fire codes, accessibility, structural standards in parallel.
Smart Scheduling & Costing
AI-generated construction schedules and detailed cost estimates directly from your model.
Create & Modify 3D IFC
Generate or edit building models through conversation — no CAD software required.
EnergyAI
AI-powered IFC-to-IDF energy processing pipelines with simulation-ready outputs and carbon footprint calculations — optimized for enterprise-scale portfolios.
IFC to IDF Conversion
Reliable transformation of IFC models into IDF for EnergyPlus and downstream simulation.
Energy Simulation & Analysis
End-to-end energy processing pipelines with AI-assisted interpretation of results.
Carbon Footprint Calculations
Operational and embodied carbon insights tied to your building model and energy data.
AI-Optimized Recommendations
Actionable recommendations to improve performance and reduce energy use.
Custom B2B Solutions
Custom AI pipelines powered by our agents — delivered via API or on-prem deployments. Private systems that keep your data in-house, with support for local LLMs. We curate workflows to whatever your organization needs.
Custom domain LLM for AEC — Coming soon. Pair it with private agent orchestration for regulated environments.
API & On-Prem Agents
Deploy agent workflows via REST APIs or entirely inside your network.
Private Data & Local LLMs
Keep sensitive BIM and project data in-house with on-prem inference.
Custom LLM
Our domain-tuned LLM for AEC — coming soon.
Tailored to Your Workflow
We curate pipelines to your standards, tools, and compliance requirements.
100+ Specialized AI Agents
A coordinated constellation of domain-specific agents — from fire code validation to cost estimation — working in parallel and sharing context in real time.
Intelligent Data Processing
Transform complex BIM and spatial data into actionable insights with advanced AI pipelines built for IFC and point cloud data.
3D Analysis & Visualization
Powerful spatial analytics and 3D visualization tools for understanding complex building relationships and detecting clashes.
Automated Validation
Ensure compliance and data quality with automated validation pipelines, custom rule checking, and real-time reporting.
What We Do
Transforming complex building data into actionable intelligence through AI-powered solutions
IFC & 3D Data Processing
Our custom AI models process and understand IFC data structures at scale. Advanced pipelines extract meaningful insights from complex building information models — walls, spaces, systems, relationships — all parsed and enriched automatically.
Learn more→IFC to IDF Conversion
AI-powered conversion engine reliably transforms IFC models into IDF format for energy simulation. Our intelligent system ensures accurate energy modeling while maintaining critical building information integrity through the conversion.
Learn more→Multi-Dimensional Data Intelligence
Connect complex building data through intelligent AI pipelines. Using graph databases like Neo4j, we create rich interconnected data structures — spatial relationships, dependencies, system networks — that AI agents can navigate for deeper insights.
Learn more→AI-Powered IFC Viewer Integration
Seamless integration of AI capabilities within IFC viewers. Smart agents provide real-time clash detection, element analysis, compliance overlays, and query responses directly within your viewing environment.
Learn more→AI Compliance Validation
Automate compliance checking across building codes, fire safety, accessibility standards and documentation. Our 100+ validation agents analyze, validate, and ensure adherence to standards while generating clear compliance reports.
Learn more→Research & Case Studies
Our expertise is rooted in peer-reviewed research that validates our AI approaches for the built environment.
Understanding 3D Spatial Relationships from 2D Images for Medical Diagnosis
Medical diagnosis from 2D histopathological images requires extracting 3D spatial understanding to detect abnormalities. Traditional methods struggle with complex tissue relationships and limited data availability.
An Automated Space-Based Graph Generation Framework for Building Energy Consumption Estimation
Employing the full potential of BIM data for Building Energy Consumption Estimation remains challenging due to its complex data model and incompatibility with data-driven algorithms.
Graph-Based Learning Algorithms Using BIM for Building Energy Consumption Estimation
BIM data is underutilized for data-driven energy consumption approaches due to complexity and incompatibility with machine learning algorithms.
Latest Updates
From Our Blog
How AI Is Quietly Transforming the AEC Industry And Why Most Firms Aren’t Ready
The architecture, engineering, and construction (AEC) industry is responsible for roughly 13% of global GDP. It designs and builds the hospitals we’re born in, the offices we work in, and the infrastr...
ReadMar 15, 2026How AI Is Quietly Transforming the AEC Industry — And Why Most Firms Aren't Ready
The architecture, engineering, and construction industry generates more data than almost any other sector — yet most of it goes unused. AI is about to change that.
ReadDec 1, 2025Welcome to Intento Labs
Introducing Intento Labs — building intelligent AI agents that transform how the AEC industry works with building data.
Read