
Arnav Shah
PM
Business at USC, former GTM Analyst at Axal (YC W25). Building Satori at the intersection of Manufacturing and Technology.

Structure is an AI-powered platform that reviews architectural drawings against zoning and building code requirements before permit submission. By automatically flagging issues like ADA compliance gaps, Structure helps teams catch problems early. This reduces costly redesign cycles and speeds up the path to permit approval for architecture firms.
Structure provides a compliance review workflow for architecture teams. Users upload plans, and the platform parses documents, checks them against regulatory rules, and highlights potential violations. Teams can collaborate on flagged issues, track fixes across iterations, and maintain a clear record of compliance decisions.

PM
Business at USC, former GTM Analyst at Axal (YC W25). Building Satori at the intersection of Manufacturing and Technology.

Designer
Olivia is the Head of Marketing and Operations at Emanate, a unicorn startup (1.2B valuation) out of a16z speedrun, with investors from Peter Thiel and Alexis Ohanian. Previously, she was Head of Design at Algorhythm, where she led product and brand direction for a music marketing research platform serving Sony AWAL and Warner Music, helping grow the company to a $500K pre-seed raise. Olivia studied Design at USC and Animation at CSSSA.

Developer
Incoming SWE at Databricks. Previous SWE at Bloomberg building trading platforms. Sonya studies Computer Engineering and Computer Science at USC and is interested in distributed systems, applied AI, and hardware-software integrations.

Developer
Incoming AI/ML @Apple. Rida’s experience lies at the intersection of hardware devices and AI model training with special emphasis on robotics.