AI Transparency

How AI works in Mentoré and how we protect your data

Last updated: February 1, 2026

Mentoré uses artificial intelligence to provide personalized coaching based on your journal entries, tracking data, and conversation history. We believe you deserve to understand exactly how AI works with your data.

Personalized Coaching

Coaches understand your context from journals and tracking

Pattern Recognition

AI identifies trends and patterns in your data

Context Retrieval

Relevant past entries are retrieved for coaching

Real-Time Processing

Responses generated in real-time, no stored training

How AI Works in Mentoré

When you chat with an AI coach in Mentoré, here's what happens:

  1. Context Gathering: We retrieve relevant context from your recent journal entries, tracking data, and conversation history
  2. Prompt Construction: Your message and context are combined with the coach's personality and instructions
  3. AI Processing: The prompt is sent to an AI model which generates a response
  4. Response Delivery: The response is sent back to you and saved in your conversation history

Semantic Search

We use AI embeddings (vector representations of text) to find the most relevant past entries to include in your coaching context. This helps coaches reference things you've actually written about.

AI Providers We Use

Mentoré partners with leading AI providers to power coaching conversations:

  • OpenAI (GPT-4): Primary AI model for coaching conversations
  • Anthropic (Claude): Alternative model for certain coaching styles

We select AI providers based on their commitment to data privacy and their enterprise-grade security practices. All providers have:

  • SOC 2 Type II certification
  • Data Processing Agreements (DPAs) with us
  • Zero data retention policies for API calls
  • No training on customer data

What Data AI Sees

When you send a message to an AI coach, the AI may receive:

  • Your current message
  • Recent messages in the current conversation
  • Relevant excerpts from recent journal entries (typically last 30 days)
  • Recent tracking data (mood, sleep, habits) if relevant
  • Coach-specific personality and instructions

Data Minimization

We don't send your entire history to the AI. We use semantic search to find only the most relevant context. This protects your privacy and improves response quality.

What AI Does NOT See

  • Your email address or account credentials
  • Your payment information
  • Other users' data
  • Entries from years ago (unless specifically relevant)
  • Data you've deleted

AI Training & Your Data

Your Data is Never Used for Training

We have strict agreements with all AI providers that prohibit using your data to train or improve their AI models. Your conversations and journal entries remain private.

Specifically:

  • OpenAI: We use their API with data usage opt-out. OpenAI does not train on API data.
  • Anthropic: Enterprise agreement prohibits any training on customer data.

AI Limitations

It's important to understand what AI coaches can and cannot do:

AI CAN:

  • Provide thoughtful reflections based on your context
  • Identify patterns in your tracking data
  • Offer different perspectives on situations
  • Remember what you've shared in recent conversations
  • Adapt communication style to different coach personalities

AI CANNOT:

  • Provide medical, legal, or financial advice
  • Diagnose mental health conditions
  • Replace professional therapy or counseling
  • Guarantee accuracy of all statements
  • Access real-time information (news, weather, etc.)
  • Remember information between separate sessions perfectly

Not a Substitute for Professional Help

If you're experiencing a mental health crisis or need professional support, please contact a qualified healthcare provider or emergency services. AI coaching is a personal development tool, not healthcare.

Your Control Over AI

You have control over how AI interacts with your data:

  • Delete Conversations: You can delete any conversation, removing it from your history and future context
  • Delete Journal Entries: Deleted entries are removed from AI context
  • Choose Your Coach: Select coaches with different personalities and communication styles
  • Export Your Data: Download all your data at any time
  • Delete Your Account: All data is permanently deleted

Safety & Content Filtering

We implement safety measures to ensure AI responses are appropriate:

  • AI providers have built-in content safety filters
  • Coach prompts include guidelines for appropriate responses
  • Crisis detection to suggest professional resources when needed
  • Harmful content monitoring and flagging

If you encounter an inappropriate AI response, please report it to us.

Our AI Principles

We commit to the following principles as AI technology evolves:

  1. Transparency: We will always be clear about how AI works and what data it uses
  2. Privacy First: Your data will never be used to train public AI models
  3. User Control: You will always have control over your data and how AI uses it
  4. Continuous Improvement: We will update our practices as AI safety research advances
  5. Honest Limitations: We will be honest about what AI can and cannot do

Questions?

Have questions about how AI works in Mentoré? We're happy to help.

info@mentore-ai.com