Psy-LLM

Psy-LLM

Psy-LLM

Research and Action in One Platform

Zumira unites psychological science and artificial intelligence, transforming every interaction into research, insight, and care.

About the Technology

The platform operates through a multi-layered architecture that connects:

Psy-Autobiographical Guide

Trained with validated psychological frameworks and supervised by mental health specialists.

Bioanalysis

Interprets linguistic and behavioral patterns to detect psychosocial risks and well-being indicators.

Machine Engine

Recommends personalized pathways for care and development.

Our Numbers

Our Numbers

Our Numbers

Burnout Prediction + Scientific Accuracy

How Zumira helps organizations and health professionals understand, monitor, and protect mental health at scale.

99.7% Accuracy

in detecting Engaged (ENG) profiles — indicating high sensitivity to well-being states.

98.5% Precision

in identifying Barriers to Connecting with Others (DIS) profiles — showing strong performance in relational risk detection.

97.1% Accuracy

in detecting Burnout Risk (BR) profiles — demonstrating robustness in occupational stress screening.

Zumira doesn’t replace human care — it enhances it.

From detection to protection — turning every signal into care.

Each alert is handled responsibly and confidentially.

Well-being and Potential

Indicators of stability, motivation, and personal development.

Well-being

Resilience

Engagement

Purpose

Growth

Protective-factors

Early Detection

Early signs of emotional imbalance or other mental disorders.

Stress

Fatigue

Anxiety

Emotional-distress

Burnout-risk

Social-withdraw

Cognitive-decline

Mental-disorder

High Risk

Critical indicators requiring immediate human assistance.

Suicidal-ideation

Self-harm

Violence

Abuse

Hopelessness

Severe-distress

Psychosis

Zumira doesn’t replace human care — it enhances it.

From detection to protection — turning every signal into care.

Each alert is handled responsibly and confidentially.

Well-being and Potential

Indicators of stability, motivation, and personal development.

Well-being

Resilience

Engagement

Purpose

Growth

Protective-factors

Early Detection

Early signs of emotional imbalance or other mental disorders.

Stress

Fatigue

Anxiety

Emotional-distress

Burnout-risk

Social-withdraw

Cognitive-decline

Mental-disorder

High Risk

Critical indicators requiring immediate human assistance.

Suicidal-ideation

Self-harm

Violence

Abuse

Hopelessness

Severe-distress

Psychosis

Zumira doesn’t replace human care — it enhances it.

From detection to protection — turning every signal into care.

Each alert is handled responsibly and confidentially.

Well-being and Potential

Indicators of stability, motivation, and personal development.

Well-being

Resilience

Engagement

Purpose

Growth

Protective-factors

Early Detection

Early signs of emotional imbalance or other mental disorders.

Stress

Fatigue

Anxiety

Emotional-distress

Burnout-risk

Social-withdraw

Cognitive-decline

Mental-disorder

High Risk

Critical indicators requiring immediate human assistance.

Suicidal-ideation

Self-harm

Violence

Abuse

Hopelessness

Severe-distress

Psychosis

Human-in-the-loop

Human-in-the-loop

Human-in-the-loop

Ethically Supervised AI

Zumira’s AI operates under a human-supervised framework.

Individuals are never alone with AI — by design, Zumira integrates a network of licensed psychologists in the loop, who can be automatically assigned or invited by the user to oversee and personalize each journey.

Machine intelligence strengthens human insight — not replaces it.

Supported by Qualcomm.

Supported by Qualcomm.

Supported by Qualcomm.

Federated Model & Data Privacy

We’re developing secure AI features for handling sensitive data.

With Qualcomm’s support, Zumira uses a federated architecture to ensure that your data — your stories, analyses, and feedback — always stay private and under your control.

Only anonymized insights or weighted data are used, in full compliance with LGPD and privacy-by-design principles.

For Companies

For Companies

Zumira Experience

Discover what your story says about you.

Speak freely, without fear of judgment, and find your purpose.

Lets build a healthier future, together.

Lets build a healthier future, together.

Lets build a healthier future, together.