Health Care Team — End-to-End Example

Entry Pattern: Greenfield | Readiness: Ready for Realization

Human-Facing Form

> I am a man, 40 years old, living in Cyprus (EU). I want to assemble a coordinated team of health experts — nutritionist, endocrinologist, cardiologist, chef, and fitness trainer — who will work together under a unified plan to create a personalized, non-contradictory health program for me.

>

> My baseline: BP 135/85, weight 95kg, height 180cm. Goals: optimize hormones, reduce weight, improve cardiovascular health.

>

> Rules: No harm, no conflicts between expert recommendations, Cyprus/EU legal compliance, I have final decision authority, escalation protocol between experts required.

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AI-Facing Canonical Form

Core Definition

Intent: create and maintain Object: coordinated multi-expert personalized health program Constraints:

• [safety] No harm — all recommendations must be safe and non-contradictory
• [safety] Expert conflicts must be resolved before reaching the person
• [legal] Full compliance with Cyprus and EU health regulations
• [coordination] Unified plan — no isolated expert silos
• [quality] Evidence-based recommendations only
• [quality] Person retains final decision authority

Expected Output: Personalized health program with coordinated expert recommendations, review schedule, escalation protocols, and progress tracking

Supporting Context

Actors:

• [primary] Person — Male, 40, Cyprus EU
• [supporting] Nutritionist
• [supporting] Endocrinologist
• [supporting] Cardiologist
• [supporting] Chef
• [supporting] Fitness Trainer

Value: Sustainable health improvement through coordinated expert care Evidence:

• [fact] BP: 135/85 mmHg
• [fact] Weight: 95 kg, Height: 180 cm (BMI: 29.3)
• [to-collect] Hormonal panel results
• [to-collect] Cardiovascular stress test
• [to-collect] Nutritional deficiency analysis

Metrics:

• BMI [target: < 25]
• BP [target: < 130/80]
• Testosterone [target: optimal range per endocrinologist]
• Resting heart rate [target: < 70 bpm]

Development Layer

States:

• [complete] Initial assessment
• [complete] Baseline data collection
• [partial] Expert coordination protocol
• [partial] Personalized program design

Transitions:

• Assessment → Program Design [trigger: all baseline data collected]
• Program Design → Active Program [trigger: all experts approve unified plan]
• Active Program → Review [trigger: 30-day milestone]

Signals:

• [safety: critical] — Expert recommendations conflict
• [safety: critical] — Adverse health reaction detected
• [quality: warning] — Progress metrics stagnating
• [operational: info] — Scheduled review approaching

Readiness Layer

Current Lifecycle State: Realizable Realization Decision: Ready for Realization

All Critical Blocks answered. All Specialized Readiness conditions met: primary health goal, baseline data, jurisdiction, escalation rules, expert boundaries — all defined.