Aditya Komaravolu

What if turning a structural drawing into a 3D BIM model was a conversation, not a week of silent labor?

Ouvra is an agentic AI platform that reads your drawings, talks with you about what it sees, and builds the BIM — while you stay the engineer, not the data-entry operator.

The Loop That's Broken

Every structural BIM project starts the same way. An engineer opens a drawing, classifies every column, beam, wall, and slab by hand, estimates dimensions, then rebuilds each element in Revit or ArchiCAD. It's weeks of work the engineer shouldn't be doing — and yet there's never been a way around it, because the judgment calls baked into every single element require domain expertise no traditional automation can replicate.

Tools have always picked one side of that tradeoff. Automated converters strip out the nuance to keep the pipeline moving. Manual modeling respects the nuance but burns the calendar. Neither was ever right.

What Changes With an Agent

Ouvra takes a different shape. It isn't a tool you operate. It's an agent you collaborate with.

You drop a drawing in. The agent reads the geometry, identifies every closed region, and proposes a classification for each — columns here, beams there, walls and slabs in their expected places.

You have a conversation about the corrections. "Treat these as sunken slabs." "The pedestals aren't columns." "The stairwell should be an opening, not a void." The agent listens, propagates each correction to every geometric sibling it finds across the floor, and shows you the result in real time.

The model builds itself around your decisions. When the labels look right, the agent assembles the 3D BIM — stacking storeys, extruding heights, wrapping curtain walls along the boundaries — and hands you a standards-compliant file your team can open in Revit, Tekla, or ArchiCAD.

The engineer's role shifts. Data-entry operator becomes reviewer. The agent handles the mechanical work. Every judgment call still runs through a human — but now that judgment scales, because a single correction cascades to every similar element the agent can see.

Why "Agentic" Matters

A lot of tools slap "AI" on a button and call it a day. Ouvra is built around the agentic pattern from the ground up: the AI isn't a feature buried inside a dropdown, it's the thing you interact with. The conversation is the UI.

That matters because BIM isn't a classification task you can push-button and walk away from. There are dozens of judgment calls per floor, and the cost of getting any one of them wrong compounds through the model. An agent you can talk to is the only way to keep the engineer in the loop at the pace that actually matters — natural language, not bulk spreadsheet edits.

And because the interface is a conversation, the platform gets smarter with context. "On this project, drop panels look like that." "In this building, the curtain walls wrap only the north and south faces." The agent carries that understanding forward across floors, storeys, entire buildings. What took a week of repetitive classification becomes a dialogue that finishes before the afternoon is out.

Who It's For

Structural engineers who are tired of losing a week per project to drawing-to-BIM conversion, and who don't want to be retrained into BIM specialists just to keep shipping.

BIM managers who need standardized output across every project their teams deliver — every model built the same way, with classifications, property sets, and spatial hierarchy baked in.

AEC tech teams who want to embed Ouvra's pipeline into their own products and workflows, so their users get the same agentic experience wherever they already work.

What's Coming

Ouvra is in private beta with a handful of studios today. The roadmap is less about features and more about expanding the agent's domain expertise — foundation plans, reinforcement detailing, section cuts that resolve actual floor heights instead of defaults, as-built verification against point clouds.

Because once you've shifted the engineer's role from operator to reviewer, you've built something the industry has quietly been waiting for: a model where AI does the mechanical work and the expert does the expert work, and the two sides of that equation actually respect each other.

From drawing to BIM, in one conversation. That's the shape of it.

Request early access. Built for structural engineers who'd rather ship buildings than redraw them.