Class I, Class II, and Class III software products require fundamentally different levels of risk management, verification, validation, and documentation. The same applies across the product lifecycle: prototype, MVP, clinical study, and commercial release each call for different documentation depth and engineering trade-offs. We calibrate to both axes: your product’s current FDA class and its current lifecycle stage, so we’re not over-engineering low-risk early prototypes into delay, and not under-documenting high-risk commercial software into rework.