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Bespoke AI solutions for enterprise BIM teams.

Manager pain points → working build → formal build & delivery — at speed.

Pain points defined by enterprise BIM teams.

Working products in the territory enterprise managers face daily.

01In progress

CAD → BIM Auto-Modeling

Daewoo E&C BIM Team · Ian R&C Design Team

Parses 2D CAD (.dxf) into object-level semantics and auto-converts to Revit (.ifc).

02In progress

BIM Tracker

Berger+Parkkinen Architekten (Austria)

A real-time tracking and validation system for BIM managers and coordinators reviewing modelers' work. Initial working build delivered shortly after engagement; now in formal build-out.

03Validated

BIM Documents Auto-Drafting

Usun Architect Engineering

Auto-drafts BIM delivery documentation from the model. Verifiable build delivered shortly after engagement.

04In progress

Rebar BIM Auto-Modeling

Thevoo Engineering

A plugin that auto-places and quantifies rebar for the four major structural members, aligned with Korean BBS conventions.

Additional tracks in parallel. Inquiries: seokwoo.hong@sqzr.team

Accelerated Time-to-Value.

From a field-defined problem to an early working build within weeks — then a continuous loop of feedback and refinement until it fits.

01
Field InterviewUnderstand the team
02
Define ProblemTogether, precisely
03
First Working Buildwithin weeks
Then loop
ContinuousloopFeedbackRefineRe-experience

Fast iterations of feedback and hands-on experience — until the solution truly fits your team.

The goal is to get a usable working build in front of the team early, then move into an ongoing loop of refinement and delivery from there.

Off-the-shelf AI does not fit BIM.

Tooling gaps

Generic AI tools have no knowledge of Revit API semantics, IFC schemas, or BIM delivery conventions. Gap-filling requires purpose-built logic.

Contextual fit

Each BIM team has its own naming conventions, modeling standards, and delivery formats. One-size tools fail at the boundary where real work happens.

Data sovereignty

Enterprise BIM data — structural models, MEP coordination, construction schedules — stays internal. No routing through third-party AI services.

Start with a 30-minute call.

We listen to the bottleneck, assess fit, and outline a path — no commitment required.

Book a 30-min call