Timeline-based care system with explicit domain… — AI Case Study
MEDTECH · timeline systems · medtech UX · state modeling · auditability
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Problem context
Timeline behavior needed to remain correct as complexity and data volume increased.
Constraints
- Strict ordering guarantees
- Documented edge cases
- No UI-driven business logic
Engineering decisions
Decision: Domain-first timeline rules
Reason: Prevents UI drift and regression risks.
Trade-off: —
Decision: Explicit handling of edge conditions
Reason: Keeps long-term behavior verifiable.
Trade-off: —
System overview
Native mobile app; state machines; deterministic UI. No client logos.
Outcome
Maintainable timeline logic. Predictable behavior under change.
Engagement delivered under NDA. Details anonymized.