Discovered Materials

Opusense AI automates field report writing for construction field inspectors. Instead of typing up notes at the end of the day, inspectors can now walk a site, speak observations aloud, snap photos, and let our AI assistant generate a detailed, organized report on-site and in real time. Combined, the founding team has over 15 years in the construction industry. Writing up these field reports used to take up at least 20% of the week. With Opusense, we cut that time by 5x. Our team combines deep c

shared extracted concept terms: industry; shared product terms: industry, take, year, found; same category: AI agents; shared affiliation: Y Combinator

Building out new LNG plants, HVAC systems, or semiconductor processes rely on hundreds of iterations of feasibility testing (through simulation or real-world lab tests) where different designs (combinations of equipment) and parameters are validated. The parameters are often locked in PDFs (datasheets, wiring diagrams, PFDs/P&IDs) which take thousands of hours to convert into CSVs / JSONs, and the simulators don't have an easy API to work with. Outerport bridges the gap by finding documents from

shared extracted concept terms: semiconductor; shared product terms: semiconductor, find, take, lab; shared affiliation: Y Combinator

Today's funders are so conservative they only fund the most obvious ideas. At Experiment, we fund the ideas that they won't fund; the ideas that matter. Since founding, over 47,000 citizens have pledged $9 million dollars supporting 900 scientific projects on the platform. 46% of all projects on Experiment are successfully funded. When the projects are finished, the scientists share the scientific results with their backers as lab notes and peer-reviewed publications. Scientists from Stanford, H

shared product terms: today, lab, stanford, found; shared affiliation: Y Combinator

In the home services industry, field technicians are expected to handle three key tasks: diagnosing issues, making sales, and completing paperwork. It's rare to find individuals who excel at all three. We build AI agents to support technicians by improving diagnostic accuracy and helping them capture sales opportunities.

shared extracted concept terms: industry; shared product terms: industry, find, complet; same category: AI agents; shared affiliation: Y Combinator

DeepSim is building an AI physics simulator. We are currently developing the only thermal simulator to meet AI chip design needs and are validating our tool with Intel. We are a team of three electrical engineering PhDs from Stanford with backgrounds in semiconductor fabrication and design.

shared extracted concept terms: semiconductor; shared product terms: intel, stanford, semiconductor; shared affiliation: Y Combinator

At Beyond Reach Labs we are building solar panels for Space that grow from the size of a dining table to a football field in orbit. Mitch and Pele met 13 years ago as freshmen at UPenn studying mechanical engineering. Mitch recently got his PhD at Carnegie Mellon working with NASA on kilometer-scale deployable structures, and Pele spent seven years at SpaceX leading Dragon parachute engineering, safely returning astronauts from space. The collective satellites today use around 20MW, roughly the

shared product terms: year, his, phd, today; shared affiliation: Y Combinator