All Projects
In ProgressAI / ML Safety
SimDesign
SimDesign uses AI to predict latent safety threats that humans miss. Ingest thousands of documents, let OpenAI identify patterns, then visualize threat clusters in an interactive 3D environment.
OpenAI integration
React Three Fiber 3D
01
The Challenge
Safety teams can't predict latent threats buried across thousands of documents — they only find problems after incidents occur.
02
The Solution
AI-powered document ingestion (PDF, DOCX, CSV, XLSX) with OpenAI analysis, interactive 3D threat visualization, and pattern detection.
03
The Impact
Predicting safety threats before they materialize — transforming documents into decisions with interactive data exploration.
Tech Stack
Next.js 16
Convex
React Three Fiber
OpenAI API
tsParticles
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