Growfree Med
A diagnostic system where the core calculation is deterministic, and generative AI is used only where it adds value.
Problem
Turning assessment data into a structured diagnosis requires consistency. When business rules, calculation, and interpretation are mixed together with probabilistic text generation, the result can become hard to reproduce, audit, and evolve.
System
Growfree Med uses an architecture where the core diagnostic calculation is deterministic. Responses are processed against domain-defined matrices and rules, producing reproducible scores. The AI layer is kept separate from that calculation: after results are persisted, an LLM can optionally be used to produce an internal draft report.
Outcome
The system keeps the diagnosis consistent while still using generative AI where it adds value — interpretation and drafting support — without handing the model responsibility for the calculation that determines the result.