Building the frontier of construction AI.
We put AI inside the work your teams already do.
We build on the world’s leading models.
We don’t train our own. We take the frontier models as they come and do the part they can’t — the construction.
Built on the tools your teams already run
Why the pilots die.
Every AI tool sold to construction assumes your data is ready. It isn’t. Your standards sit in a PDF nobody can enforce, your takeoffs in a spreadsheet nobody can query, and the reason you priced that assembly the way you did sits in one estimator’s head. So the model has nothing to read, the pilot quietly dies, and everyone blames the AI. We start where it actually breaks — with the record.

Why the pilots die.
Every AI tool sold to construction assumes your data is ready. It isn’t. Your standards sit in a PDF nobody can enforce, your takeoffs in a spreadsheet nobody can query, and the reason you priced that assembly the way you did sits in one estimator’s head. So the model has nothing to read, the pilot quietly dies, and everyone blames the AI. We start where it actually breaks — with the record.

What we transform.
We don’t hand you a tool. We take one workflow your team runs today, rebuild it with AI inside it, and prove it on a live project. Then the next one.
Precon
Every bid you have ever priced, searchable · Scope read straight off the model instead of counted by hand · Every revision understood the day it lands
Construction
The model and the field saying the same thing · Problems surfaced while they are still cheap · Your standards held by the system, not by memory
Fabrication
Model data that arrives shop-ready · One record from design intent to the shop floor · Nothing re-keyed between the model and the machine
Operations
A record the owner can actually operate from · Asset data complete on day one · The building's history, queryable
We build the layer your AI runs on — then hand you the keys.
Book a workflow auditWe learn the workflow
We sit with your estimators or your coordinators and watch what actually happens — the handoffs, the rework, the step everyone works around.
We structure the record
Your standards, your history and your files become data a machine can read. This is most of the work and it is the part nobody wants to sell.
We build the agents
On the repeatable half only, inside the tools your team already opens. Nothing new to log into.
We run it on a live project
Agents draft, our engineers review, alongside your team — until your team trusts the output.
You own it
It runs in your environment, on your data, operated by your people. We stay for the next workflow if you want us.
The work we’re best at.
Six of the workflows we rebuild. Each one starts on a live project.
Agents draft. Engineers decide.
There is the obvious reason: the output has to be right. And there is the one nobody has priced yet — when a system predicts a delay and you ignore it, that stops being an oversight and starts being negligence. Insurers have noticed. The more your project knows, the more it matters who decided. So a NeevIQ engineer clears every package before it leaves, and their name is on it.
Pick the workflow you’d rather not run again.
Book a workflow auditOne workflow, scoped up front, proven on a live project.