An AI Partner for the Built World

AI is only as good as what it knows about your projects.

AI is only as good as what it knows about your projects.

We turn AEC data into structured knowledge AI can understand, and partner with AEC firms to build tailored AI platforms on top. Trained on your data, running in your environment, owned by you.

  • Assembly OSM
  • Normoyle Engineering
  • Transvaal Galvenisers

The Problem

Generic AI Hits a Ceiling in AEC

Generic AI Hits a Ceiling in AEC

The information that decides your margins lives in drawings, models, specs, and spreadsheets AI can't understand, scattered across systems AI can't access.


The cost and risks shows up everywhere. Design gaps discovered on site instead of at bid. Overruns nobody can trace to a cause. Senior people buried in document review work. Expertise that walks out the door when someone leaves.


Capable teams have already pointed AI at this and built promising prototypes. Then they hit a ceiling. Five structural blind spots, baked into how generic AI works.

The information that decides your margins lives in drawings, models, specs, and spreadsheets AI can't understand, scattered across systems AI can't access.


The cost and risks shows up everywhere. Design gaps discovered on site instead of at bid. Overruns nobody can trace to a cause. Senior people buried in document review work. Expertise that walks out the door when someone leaves.


Capable teams have already pointed AI at this and built promising prototypes. Then they hit a ceiling. Five structural blind spots, baked into how generic AI works.

Your Data, Flattened

Generic AI flattens a project into loose text and images. It can’t navigate cross-references beetween an element in an IFC model, a clause in a building code, a view on a drawing sheet, and a requirement in a spec.

Answers Without Sources

In an industry that carries liability on every deliverable, your team ends up re-checking everything it produces. An answer you can't trace, is an answer you shouldn't use.

No Governed Process

It can’t run a governed process, with each step logged, checked, and approved before anyone relies on the result.

Locked To One Vendor

It locks your knowledge inside one vendor’s model, where you can’t inspect it, move it, or leave. You can't leverage open source and private alternatives.

No Data Privacy Guardrails

It can’t enforce who sees what — leaking sensitive information outside the organization, or across project and client boundaries that must stay separate.

Our Approach

AI That Holds Up Under Scrutiny

AI That Holds Up Under Scrutiny

We build the layer between your project data and AI models, so every answer is grounded in your own data, every step is traceable, and the whole system runs securely in your environment.

We build the layer between your project data and AI models, so every answer is grounded in your own data, every step is traceable, and the whole system runs securely in your environment.

01

A context graph of your project

We turn your IFC models, drawings, schedules, and specs into a connected graph the AI navigates by structure and relationship, the way your engineers read a project.

02

Every answer grounded in source

Each AI response carries a citation to the drawing view, table, clause, or model element behind it. Open any figure and see where it came from. Verification takes seconds, and your team signs with confidence.

03

Governed, auditable workflows

Automate work with agentic workflows and human review where it counts. Every step is logged: the data used, the logic applied, the person who approved it. When a client, a reviewer, a regulator, or an auditor asks where a number came from, the answer is already there.

04

Your environment, your system, any model

Deployed into your own cloud estate, so project data stays inside your organization. You own the platform as an asset, and it remains model-agnostic: run the best frontier model for each job, leverage open source models for privacy, swap models whenever a better one arrives, or train your own.

An AI Operating System for AEC

Built for AEC. Configured to You.

Built for AEC. Configured to You.

Built for AEC. Configured to You.

What we deploy is a platform architecture and a set of domain-specific AI capabilities we have researched, built, and benchmarked on real project data. We work closely with your team to configure, customize, and extend them for your specific use cases.


This approach enables us to focus our efforts on building solutions and delivering outcomes instead of building the same foundation from scratch every time.

Kick off this quarter with an enterprise agentic architecture and AEC-specific AI capabilities instead of a slide deck.

What we deploy is a platform architecture and a set of domain-specific AI capabilities we have researched, built, and benchmarked on real project data. We work closely with your team to configure, customize, and extend them for your specific use cases.


This approach enables us to focus our efforts on building solutions and delivering outcomes instead of building the same foundation from scratch every time.

Kick off this quarter with an enterprise agentic architecture and AEC-specific AI capabilities instead of a slide deck.

Ingestion and Extraction

Domain-specific pipelines turn AEC-native data into structured knowledge: drawings, IFC models, specifications, schedules, and contracts, connected the way the project fits together.

Deep Search

Agentic search that navigates the project graph by structure, and returns answers with citations back to the drawing view, clause, calculation, or 3d model element they came from.

Orchestration

Agents, pipelines, and human review composed into complete repeatable processes: bid audits, submittal reviews, compliance checks, with your people approving the steps that matter.

Durable Workflow Execution

Long-running work across complex document sets that survives interruptions and picks up where it left off. Production infrastructure, built to be relied on at project scale.

Frontend Components

Composable, configurable user experiences assembled from a library of production-ready components: workflow-specific interfaces for review, search, and approval that match how your teams actually work.

Model-agnostic

Run any frontier or open-source model. Swap when a better one arrives.

Traceable by design

Event-driven architecture. Every action recorded, auditable end to end.

Private by default

Runs in your environment. Project data stays inside your organization.

How We Work

See It on Your Data. Then Decide.

See It on Your Data. Then Decide.

Proof over promises. Nobody should commit to a platform on the strength of a slide deck or product demo. So we start by proving it on your project data, at no cost.

Proof over promises. Nobody should commit to a platform on the strength of a slide deck or product demo. So we start by proving it on your project data, at no cost.

Zero Cost Pilot - 1 week

Share a project under NDA, get a working proof of concept and an honest assessment. Send us a live bid, a drawing set, or a submission package. In one week we'll show you your data structured and connected, your team’s queries answered with clear evidence, and an honest analysis of where AI performs well and where it doesn't.

Deploy & Build

We deploy and configure our platform to your data and environment. Together we select a single workflow where the return is most measurable, set a baseline, and run it with one team. Value gets measured before anything scales.

Scale & Compound

What we build first becomes the foundation. Each new use case compounds on a platform your organization keeps, running in your environment, on whichever models serve you best.

No investment. Just a project dataset and an NDA.

No investment. Just a project dataset and an NDA.

Who We Work With

From the Office to the Site, Built for Firms That Carry the Risk

The pain concentrates wherever a firm is responsible for information it didn’t fully produce, or liable for information it did.

General Contractors and Developers

You price and deliver against a design you inherit. Audit complex packages at bid stage, find the gaps and risks while there’s still time to price them, and go into a contract knowing what you’ve taken on.

General Contractors and Developers

You price and deliver against a design you inherit. Audit complex packages at bid stage, find the gaps and risks while there’s still time to price them, and go into a contract knowing what you’ve taken on.

General Contractors and Developers

You price and deliver against a design you inherit. Audit complex packages at bid stage, find the gaps and risks while there’s still time to price them, and go into a contract knowing what you’ve taken on.

Design and Engineering Firms

Your name is on every deliverable, and consistency across disciplines is your liability. AI handles the cross-checking and cites every finding back to source, so your senior people spend their time on judgment.

Design and Engineering Firms

Your name is on every deliverable, and consistency across disciplines is your liability. AI handles the cross-checking and cites every finding back to source, so your senior people spend their time on judgment.

Specialty Contractors and Fabricators

Your work lives at the interfaces: scope boundaries, shop drawings, coordination with everyone else’s design. Catch the mismatches before fabrication, and carry your technical standards into every job.

Specialty Contractors and Fabricators

Your work lives at the interfaces: scope boundaries, shop drawings, coordination with everyone else’s design. Catch the mismatches before fabrication, and carry your technical standards into every job.

On-Site Operations

The site is where every gap becomes real. Give field teams cited answers from the current drawings and specs, capture what they find as structured knowledge, and keep safety and QA observations flowing to the people who act on them.

On-Site Operations

The site is where every gap becomes real. Give field teams cited answers from the current drawings and specs, capture what they find as structured knowledge, and keep safety and QA observations flowing to the people who act on them.

On-Site Operations

The site is where every gap becomes real. Give field teams cited answers from the current drawings and specs, capture what they find as structured knowledge, and keep safety and QA observations flowing to the people who act on them.

Trusted by Global Leaders

Bridging the Gap Between Industry and Technology

From strategic problem solving to technical implementation, we are dedicated to empowering our clients with AI tailored to their specific challenges.

  • Off the shelf solutions and weakly connected applications have proven difficult to implement and maintain. What we needed was something we could own and scale as our needs changed. AECFoundry helped us build a custom solution in months (not years), and they left us with the confidence to own and evolve that solution over time.

    Ron Schvartsman

    VP of Technology, Radius Track

  • What sets AECFoundry apart is their understanding of both the technical and human aspects of digital transformation. They took the time to understand our unique processes and challenges, then built a solution that not only works technically but actually makes sense for our team to use day-to-day. The result is a system that's both powerful and practical.

    Scott Abukoff

    VP of Manufacturing

  • AECFoundry helped Assembly OSM build the framework for an integrated and scalable technology platform that enables us to take on thousands of modular units as we begin to scale our solution. This foundation is a key piece of our roadmap to make urban development more scalable and sustainable.

    Andrew Staniforth

    CEO, Assembly OSM

  • AECFoundry proved to be an instrumental partner on several key client projects involving fabrication and assembly of geometrically complex systems. Their mastery of AI and automation combined with a deep understanding of manufacturing processes enabled us to automate complex workflows, accelerating project delivery by months.

    Alex Scotts

    Project Director, Normoyle Engineering

Trusted by Global Leaders

Bridging the Gap Between Industry and Technology

From strategic problem solving to technical implementation, we are dedicated to empowering our clients with AI tailored to their specific challenges.

  • AECFoundry proved to be an instrumental partner on several key client projects involving fabrication and assembly of geometrically complex systems. Their mastery of AI and automation combined with a deep understanding of manufacturing processes enabled us to automate complex workflows, accelerating project delivery by months.

    Alex Scotts

    Project Director, Normoyle Engineering

  • Working with AecFoundry we were able to finally define our company's digital product strategy and build a software team to deliver on a shared vision and roadmap. Guido is a unique individual with deep and meaningful experience in two disparate industries: digital products and AEC. With this background he was able to jump-in and navigate the complex needs of an early-stage startup building out processes and tools from scratch. We would not be where we are now without his contribution!

    Neil Meredith

    Director of Technology, Assembly OSM

  • Off the shelf solutions and weakly connected applications have proven difficult to implement and maintain. What we needed was something we could own and scale as our needs changed. AecFoundry helped us build a custom solution in months (not years), and they left us with the confidence to own and evolve that solution over time. What we’ve built is a custom MRP that easily connects to our digital ecosystem and that’s tailored to the way Radius Track works.

    Ron Schvartsman

    VP of Technology, Radius Track

  • Guido helped Assembly OSM build the framework for an integrated and scalable technology platform that will allow us to take on thousands of modular units as we begin to scale our solution. His strategic thinking was instrumental in balancing our current needs with the future. This foundation is a key piece of our roadmap to make urban development more scalable and sustainable.

    Andrew Staniforth

    CEO, Assembly OSM

  • What sets AECFoundry apart is their understanding of both the technical and human aspects of digital transformation. They took the time to understand our unique processes and challenges, then built a solution that not only works technically but actually makes sense for our team to use day-to-day. The result is a system that's both powerful and practical.

    Scott Abukoff

    VP of Manufacturing

Trusted by Global Leaders

Bridging the Gap Between Industry and Technology

From strategic problem solving to technical implementation, we are dedicated to empowering our clients with AI tailored to their specific challenges.

  • AECFoundry proved to be an instrumental partner on several key client projects involving fabrication and assembly of geometrically complex systems. Their mastery of AI and automation combined with a deep understanding of manufacturing processes enabled us to automate complex workflows, accelerating project delivery by months.

    Alex Scotts

    Project Director, Normoyle Engineering

  • Working with AecFoundry we were able to finally define our company's digital product strategy and build a software team to deliver on a shared vision and roadmap. Guido is a unique individual with deep and meaningful experience in two disparate industries: digital products and AEC. With this background he was able to jump-in and navigate the complex needs of an early-stage startup building out processes and tools from scratch. We would not be where we are now without his contribution!

    Neil Meredith

    Director of Technology, Assembly OSM

  • Off the shelf solutions and weakly connected applications have proven difficult to implement and maintain. What we needed was something we could own and scale as our needs changed. AecFoundry helped us build a custom solution in months (not years), and they left us with the confidence to own and evolve that solution over time. What we’ve built is a custom MRP that easily connects to our digital ecosystem and that’s tailored to the way Radius Track works.

    Ron Schvartsman

    VP of Technology, Radius Track

  • Guido helped Assembly OSM build the framework for an integrated and scalable technology platform that will allow us to take on thousands of modular units as we begin to scale our solution. His strategic thinking was instrumental in balancing our current needs with the future. This foundation is a key piece of our roadmap to make urban development more scalable and sustainable.

    Andrew Staniforth

    CEO, Assembly OSM

  • What sets AECFoundry apart is their understanding of both the technical and human aspects of digital transformation. They took the time to understand our unique processes and challenges, then built a solution that not only works technically but actually makes sense for our team to use day-to-day. The result is a system that's both powerful and practical.

    Scott Abukoff

    VP of Manufacturing

Why Us

A New Model for Accelerating AI Adoption in AEC.

A New Model for Accelerating AI Adoption in AEC.

A New Model for Accelerating AI Adoption in AEC.

We combine three disciplines that rarely sit in one team: deep AEC domain experience, product thinking, and serious AI/ML engineering.


Architects and structural engineers who moved into AI and software, working alongside Phd level researchers and AI/ML engineers who build enterprise grade systems in regulated industries.


Your internal teams are capable, and most have already proven it with prototypes. The remaining gap is structural: reading project data takes purpose-built pipelines and custom-trained models, and proving every answer takes an architecture designed for it from day one.

We bring the architecture and expertise to build effective AI solutions for AEC workloads.


We build systems around the way AEC teams actually work.


That means pairing real domain knowledge across architecture, engineering, construction, and manufacturing with serious AI/ML engineering, delivered on a platform we reuse from one project to the next.


That combination is what lets us move quickly and still hold the quality bar.

AEC Domain Expertise

Our systems match how architecture, engineering, construction, and manufacturing really operate, because the people building them have done the work.

AEC Domain Expertise

Our systems match how architecture, engineering, construction, and manufacturing really operate, because the people building them have done the work.

AEC Domain Expertise

Our systems match how architecture, engineering, construction, and manufacturing really operate, because the people building them have done the work.

Platform-driven

We stand up the infrastructure first and build everything on top of it. Each project adds to a foundation you keep, so the work is repeatable, scales cleanly, and grows more valuable over time.

Platform-driven

We stand up the infrastructure first and build everything on top of it. Each project adds to a foundation you keep, so the work is repeatable, scales cleanly, and grows more valuable over time.

Platform-driven

We stand up the infrastructure first and build everything on top of it. Each project adds to a foundation you keep, so the work is repeatable, scales cleanly, and grows more valuable over time.

AI-native

We put AI at the core from day one. That's what makes automation, live intelligence, and steady improvement possible as you grow.

AI-native

Free up resources for higher value work by automating complex processes and workflows. Leverage process automation coupled with the latest advancements in AI to eliminate manual tasks, break down knowledge silos, and enable digital continuity.

AI-native

We put AI at the core from day one. That's what makes automation, live intelligence, and steady improvement possible as you grow.

Read Our Thoughts

Ideas, Opinions, Insights, Research, and Tech.

Ideas, Opinions, Insights, Research, and Tech.

Work With Us

Start With Clarity, Not Software

Our engagements begin with a focused working session designed to identify where AI can create immediate business impact within your specific context.


No pitches. No generic frameworks. Just clarity on where AI works and where it fails, what’s worth building and what isn’t.


Work With Us

Start With Clarity, Not Software

Our engagements begin with a focused working session designed to identify where AI can create immediate business impact within your specific context.


No pitches. No generic frameworks. Just clarity on where AI works and where it fails, what’s worth building and what isn’t.


Work With Us

Start With Clarity, Not Software

Our engagements begin with a focused working session designed to identify where AI can create immediate business impact within your specific context.


No pitches. No generic frameworks. Just clarity on where AI works and where it fails, what’s worth building and what isn’t.