# Nutritionist's Guide to AI Features - PappAI

> How to get the best results from PappAI's AI tools: recommended workflow and operating rules.

Source: https://pappai.it/en/ai-guide

## Core principle

The AI in PappAI acts as an operational co-pilot: it proposes, it never decides. The nutritionist retains full professional control at every step.

## Where AI intervenes

- Weekly diet plan drafting (AI generation).
- Patient analysis: insights created with proposed status.
- Follow-up prioritisation support.

## Recommended workflow

### Before launching AI

- Patient profile is complete and up to date.
- Care pathway goal is defined.
- Restrictions and preferences are current.
- AI consent is recorded.

### During

- Check warnings and outcome status.
- Review usedModel and fallback fields.
- Avoid unnecessary regenerations.

### After

- Verify calorie and macronutrient coherence.
- Confirm the plan respects the patient's real-world constraints.
- Assess practical long-term sustainability.

## Operating rules

- Treat every AI insight as an operational hypothesis, not a conclusion.
- Reject generic, redundant, or overly assertive insights.
- Always translate AI suggestions into concrete, verifiable actions.
- Report inconsistent outputs or repeated fallback events as technical issues.