Manufacturing intelligence engine for
BIM workflows.

MindFrame helps convert conceptual BIM models into fabrication-ready assemblies by embedding manufacturing intelligence, assembly logic, and automation directly into design workflows.

With a proprietary dataset of assemblies, constraints, and performance insights, we become a manufacturing intelligence engine for DfMA workflows that can identify solutions and lead to a faster path from design to fabrication to delivery.

The issue is not modular itself — it’s that design, manufacturing, and construction workflows remain disconnected. Architects design without embedded manufacturing constraints, while contractors and manufacturers are forced to resolve coordination issues too late in the process.

As modular construction continues to expand rapidly, most project continue to underperform. The disconnected workflows cause failures to amplify — leading to a general contractor delivery problem.

THE PROBLEM

Issues are found too late

Manufacturing constraints are discovered late, leading to redesign cycles and no opportunity for field correction after fabrication.

Coordination is broken

Design, manufacturing, and construction teams lack connected workflows. This leads to late-stage coordination breakdowns, uncertainty,
and schedule delays.

Design intent gets lost

Design intent is constrained after the fact instead of guided early. Factory rework is driven by incomplete or misaligned design intent.

Our platform offers a variety of tools & resources that translate early-stage design intent into manufacturable building systems. By analyzing conceptual design intent and the BOD, we are able to identify manufacturable pod assemblies and rank best-fit options based on geometry, constraints, and production logic.

This enables intelligent substitution with verified systems that can be placed directly into the BIM model and progress designs toward fabrication-ready output.

WHAT WE’RE BUILDING

Rule-Based Compliance Engine

Assembly Matching
& Reuse

Modular
Component
Library

Automation
&
Documentation

AI
Assisted Intelligence

WHY NOW

Industry Shift

The construction industry is rapidly shifting toward modular and offsite construction. The need for data-driven and AI-assisted DfMA workflows are citical.

Data is There

BIM contains the design data, but not enough manufacturing logic. Designers have access to the data, but also need to be able to design with unconstrained design intent.

Need for Repeatability

Contractors face increasing pressure to deliver on faster schedules. Contractors need to be able to scale repeatable building systems across in order to reduce risk in complex programs.