AI-powered platform and processes that capture, interpret, and standardize experimental protocols and learnings to make lab discoveries reproducible and transferable at scale. Targets experimental scientists and R&D teams by automating documentation, surfacing failure-driven insights, and translating bench innovation into robust, deployable solutions.