Clinical-grade AI
for mental and nervous
system healthcare.
Sequoia Insilico builds clinical-grade AI infrastructure for mental and nervous system healthcare. LifeBack™ is SIPL's multimodal neurobiomarker platform for objective, actionable clinical intelligence.
Voice. Video. Genomics. Clinical intelligence.
How LifeBack™ Works
A clinical-support workflow for organizing voice, video, behavioral, and genomics-informed evidence around early mental health screening.
Begin Assessment
Start a structured, clinical-grade digital screening session in a safe environment.
Answer Guided Questions
Respond to evidence-informed behavioral prompts designed to surface subtle indicators.
Capture Multimodal Signals
Voice, video, and structured response patterns are reviewed as complementary clinical signals.
Generate Evidence Context
LifeBack™ organizes behavioral observations into a clearer evidence layer for assessment support.
Clinician-Ready Insights
Generate structured reports that support professional review without replacing clinical judgment.
These are not statistics.
These are people.
People globally living with depression
Average delay between onset and diagnosis
Individuals who do not seek professional help
Of lives that could be improved with early detection
Voice, Video, and Genomics Together
LifeBack™ is SIPL’s multimodal neurobiomarker platform, designed to transform how mental and nervous system disorders are assessed, diagnosed, treated, and prevented through objective, actionable intelligence.
Complementary Modalities, One Clinical Lens
Voice and video can reveal behavioral expression; genomics-informed research can add biological context. LifeBack™ keeps these signals organized for screening and assessment support, while clinical professionals remain responsible for care decisions.
Clinical Evidence Extract
Designed for Clinical Excellence
LifeBack™ translates multimodal screening observations into clear, structured reports. We build tools that augment clinicians, never replace them.
Support clinical review with structured multimodal evidence.
Keep screening outputs separate from diagnosis and treatment decisions.
Track longitudinal change without replacing professional evaluation.
Patient Assessment Report
Generated: Oct 24, 2026 • Ref: LB-8842
Correlation detected
Valence levels
Clinical Summary
Built on Trust and Responsibility
Technology in healthcare must be held to a higher standard. LifeBack™ is designed with rigorous ethical boundaries.
Research First
Our algorithms are trained on peer-reviewed clinical datasets, ensuring objective and scientifically valid markers are prioritized over generalized assumptions.
Privacy First
Voice and behavioral data are processed securely, anonymized at the source, and never used for unauthorized advertising or third-party tracking.
Human-in-the-Loop AI
AI does not diagnose. Our system surfaces insights to empower human clinicians, ensuring professional oversight remains central to the care pathway.
Clinically Responsible Design
Built in consultation with mental health professionals to ensure the screening experience is safe, non-triggering, and clinically sound.
Important Clinical Disclaimer:LifeBack™ is an AI-assisted behavioral screening system and is not a diagnostic tool. It is designed to support, not replace, professional clinical evaluation.