Tolestu is drop-in middleware that attunes any AI to each user's communication style in five questions — so your wellness app feels human from the very first message.
In wellness, therapy support, coaching, and grief work — the wrong tone at the wrong moment doesn't just feel bad. It ends the conversation.
Every session begins from zero. No memory of how this person communicates, what they need, or how they receive difficult things.
A person who needs space gets cheerleading. A person who needs warmth gets bullet points. Generic AI optimizes for average — and average is wrong for everyone.
In wellness applications, the AI's job isn't just to answer questions. It's to make the user feel safe enough to keep talking. That requires knowing who they are.
Tolestu slots into your existing stack in minutes. No fine-tuning, no retraining, no infrastructure changes.
Users answer a brief, psychologically-grounded assessment that captures communication style, emotional regulation preference, tone, and social energy.
Answers map to a personality model — Direct, Gentle, Quiet, Rebuilder, or Skeptic — and a working memory that grows richer over time.
The profile injects into your system prompt on every call. Your AI knows who it's talking to before the first message is sent.
Tolestu was designed for contexts where getting the voice wrong has real consequences.
Users in distress need a voice that matches their regulation style immediately. Tolestu ensures your app doesn't open with the wrong energy at the worst moment.
Some clients want to be pushed. Others need permission. Tolestu reads the difference from day one and keeps your AI in the right lane.
The space/company question alone changes everything. People in grief don't all need the same thing — Tolestu makes sure they don't all get it.
Communication style variation is the norm, not the exception. Tolestu's attunement model is built for range — not the neurotypical average.
All plans include the core Tolestu attunement engine. Upgrade for memory, custom personas, and white-label rights.
Yorika is our reference implementation. Five questions, one minute, and you'll feel the difference between a chatbot and something that actually knows how to talk to you.