Sendi · AI-Based Materials Failure Analysis

LLM-assisted metallurgical failure analysis on SEM fractographs and stress-strain data.

Multimodal pipeline that consumes SEM fractograph images and stress-strain curves, prompts Claude Opus 4.7 with structured tool-calls, and emits a candidate failure-mode report (fatigue, ductile, brittle, intergranular). Next.js frontend, FastAPI backend.