Deep dives on Text-to-CAD, B-Rep topology, DFM pipelines, and the engineering culture behind Praxyz.
A behind-the-scenes look at training a sovereign LLM on parametric geometry, why text-to-CAD is harder than text-to-image, and what we learned shipping it to production factories.
How our DFM agent reasons about Indian shop-floor constraints — laser kerf widths, tool reach, weld access — before you ever export STEP.
Non-manifold edges. Self-intersecting faces. Why these break CAM tools and how Forge's repair agents fix them in milliseconds.
The architecture behind sending a workshop photo on WhatsApp and getting a quoted, manufacturable part back in minutes.
How a 40-engineer foundry replaced three CAD seats with Forge, and what that means for India's MSME backbone.
Latency budgets, cold-start tradeoffs, and why we're betting on edge compute for an AI-CAD platform.
Why an Indian foundation model for engineering matters for defence, aerospace, and our industrial future.