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.
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.
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.
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.
Zumira Experience
Discover what your story says about you.
Speak freely, without fear of judgment, and find your purpose.



