Arrow 
The user problem
People have questions at the moment they make choices: what to eat, how to adjust a meal, how to stay motivated, and what the next step in the program means. Static content cannot answer every context.
The AI layer
An AI companion can guide users through program material, answer common questions, help plan meals, reinforce habits, and keep the experience consistent with the brand and methodology.
What must be controlled
Nutrition support needs guardrails. The system should use approved content, avoid medical overclaiming, route sensitive issues to humans, and keep the company in control of recommendations.
Why it matters
The business value is retention, engagement, support efficiency, and a better user experience. AI becomes a layer that extends the program, not a replacement for the expert.
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Put it into practice
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