NEURAMILL

Neuramill is building an intelligence layer that sits between CAD and the shop floor for high precision manufacturing. The system reads a part's geometry and reasons over tooling, machines, materials, and tolerances to produce structured manufacturing plans, complete with step by step operations, recommended tools and parameters, a confidence score based on similar past parts, and an audit trail. Plans are meant to be reviewed and approved by a human machinist rather than delivered as opaque generated G-code, which is a deliberate choice for the aerospace, defense, and robotics buyers the company is targeting. The pitch to shops is about capturing judgment that usually lives in the heads of senior machinists and encoding it as reusable process, so quality does not depend on who is on the floor that day and knowledge does not walk out with retirements. The company frames its work as standardizing how similar geometries get understood, planned, and produced across programs, engineers, and environments, a persistent pain point for teams running low volume, high mix parts under tight tolerances. The launch, timed to the Fourth of July, positions Neuramill as infrastructure for a domestic manufacturing revival, which explains the video's imagery of American makers and steel. The San Francisco company was founded by Nistha Mitra, CEO, a former AI applied scientist at Oracle with patented work in multi modal AI, and Nick Khormaei, COO, a former manufacturing engineer at SpaceX and Boeing who worked on the 777X program. That pairing of applied ML and hands on aerospace manufacturing is the core credential the launch is asking readers to weigh.