Some healthcare engagements are upstream of test infrastructure entirely: an algorithm that does not exist yet, a data architecture that two incompatible electronic health record systems have never agreed on, a device whose physical and electrical scope has not been defined. The clients below each came to Good Automation at that earlier stage, where the problem was still being shaped.

Good Automation engaged each client on the architectural work itself: signal processing for a sleep apnea diagnostic startup, validating novel diagnostic algorithms against polysomnograph reference data; a multi-site EHR data synchronization architecture spanning roughly fifty states and two incompatible records platforms, with notes synchronization laying groundwork for AI-driven clinical intelligence; and the system, mechanical, and electrical scoping for an implantable pulse generator startup, defining technical architecture and feasibility for a medical robotic nerve stimulation program. Three different stages of definition, one consistent posture: get the architecture honest before anyone writes production code.