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Healthtech product case study: architecture, workflows, analytics, and grant-backed development.

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MedAI Case Study

Public product case study for MedAI, focused on architecture, process, and lessons learned.

Sanitized MedAI architecture

Context

MedAI is a healthtech AI product initiative focused on structured decision-support workflows and safer product delivery patterns.

This repository is not the private product codebase. It is a public, sanitized case study describing product context, architecture thinking, workflow design, and lessons learned without exposing source code, decision logic, sensitive content, or proprietary data.

Topics

  • problem framing;
  • AI product architecture;
  • data and workflow considerations;
  • stakeholder communication;
  • grant-backed product development;
  • lessons from early-stage healthtech product work.

Prototype Evidence

A private Flutter / FlutterFlow prototype archive was reviewed locally and used only to extract safe, high-level metadata for this public case study.

Publicly shared:

  • framework and architecture notes;
  • sanitized screen map;
  • high-level product workflow;
  • safety and privacy notes;
  • lessons learned.

Intentionally not shared:

  • source code;
  • decision-support logic;
  • implementation details;
  • private datasets;
  • production configuration;
  • sensitive UI text or screenshots.

Structure

docs/
  01-problem-context.md
  02-product-workflow.md
  03-architecture-notes.md
  04-lessons-learned.md
  05-prototype-overview.md
  06-flutter-app-structure.md
  07-privacy-and-safety-notes.md

Published Notes

Status

Public sanitized case study. No private product code, decision logic, or sensitive data is included.

About

Healthtech product case study: architecture, workflows, analytics, and grant-backed development.

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