01 · The challenge
What needed solving
HealthTech Solutions wanted a clinical decision support tool that provided accurate triage suggestions while respecting HIPAA compliance.
02 · Our approach
How we framed the work
We started with a discovery sprint to map the user journey, business goals and real constraints. From there we wrote a fixed-scope plan: clear milestones, weekly review gates on a staging URL, and a written exit criterion for every phase. The ai/ml space rewards teams that ship — not teams that plan — so we biased the engagement towards working software from week two onward.
03 · The solution
What we built
Our team trained NLP models on anonymised EHR data, implemented explainable AI modules, and built secure clinician portals with audit trails.
04 · The results
What changed for the client.
Reduced patient triage time by 62%
Model accuracy reached 94% across 120 diagnostic categories
Achieved HIPAA compliance with end-to-end encryption
Tech stack
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