Making the Invisible Visible: Tracking Stress and Dysregulation With Philia Labs' Wearable Data
The Trauma Safe LabAugust 14, 2025x
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01:06:2945.67 MB

Making the Invisible Visible: Tracking Stress and Dysregulation With Philia Labs' Wearable Data



Welcome back to The Trauma Safe Lab! In this episode, host Jennifer Nanda sits down with Dilpreet, co-founder of Philia Labs, for a fascinating conversation about making the invisible visible, specifically, how we can use technology and data to track stress, emotional dysregulation, and chronic health issues. Drawing on his background as a biomedical engineer and his personal passion for understanding the body’s stress response, Dilpreet shares how he and his co-founder Alex set out to tackle the problem of subjectivity in mental health care.

They dive into everything from the challenges of quantifying chronic stress, and the limitations of traditional tracking methods like mood diaries, to the powerful impact of biometric data in validating the lived experiences of people with trauma, autism, and anxiety. Jennifer brings her own experiences as someone navigating PTSD and neurodivergence, illustrating the life-changing potential of having objective proof for what’s happening inside.

Together, they explore how wearables and new biofeedback tools aren’t just about numbers, they’re about empowerment, early intervention, and building better communication between patients, caregivers, and healthcare professionals. Whether you’re a clinician, someone living with chronic stress, or just curious about how technology is transforming mental health, this episode is a deep dive into the future of trauma-safe, data-driven care.

Timestamps:

00:00 Revolutionizing Stress Measurement Wearables

06:24 Intervention's Impact on Stress Response

11:00 "Benefits of Wearable Biofeedback"

19:23 Understanding Stress: Exposure, Appraisal, Response

23:34 Biofeedback 2.0: Enhanced Self-Monitoring

29:11 Autism and Interoception Challenges

38:36 Understanding and Managing Interoception Challenges

43:47 "Proactive Limits in 'Bagel Theory'"

49:37 Wearables Aid in Self-Understanding

54:05 Track Stress and Body Responses

59:13 Regulating Emotional Responses

01:01:51 "Measuring Interventions for Autonomic Flexibility"


1. Introduction & Personal Journey

  • Dilpreet’s background as a biomedical engineer

  • Early career focus: wearable sensors in Germany, Netherlands, Australia

  • Shift from cuffless blood pressure sensors to chronic stress measurement

  • Importance of stress as a root cause in various health issues (depression, anxiety, sleep)

  • Conversations with clinicians, professionals, and individuals to validate the need for stress measurement


2. The Gap in Mental Health Tracking

  • The subjective nature of current practices: questionnaires, mood/sleep diaries

  • Challenges reported by psychologists and psychiatrists

  • Autistic individuals’ struggles with self and external communication of suffering

  • The necessity of objective proof for individuals and providers


3. The Birth of the Startup and Technical Challenges

  • Cofounder Alex’s personal experience with burnout

  • Vision of “making the invisible visible” using biometric data

  • Insights from early research and expert consultations (heart rate variability limitations)

  • The technical challenge of developing a direct, wearable measure of fight-or-flight activity


4. Wearable Data and Intervention Outcomes

  • Development of new measures and pilot studies

  • Understanding heart rate variability and fight-or-flight (sympathetic arousal)

  • Observing mismatches between expected and actual intervention outcomes

  • The value of tracking both rest-and-digest and fight-or-flight activity for holistic health assessment


5. User Experience and Impact

  • Jennifer’s lived experience trialing the wearable

  • Seamless, low-burden tracking: sensory-friendly, no notifications, automatic data collection

  • Empowerment through objective data: personal insight, improved communication with healthcare teams and loved ones


6. Biofeedback: Context & Comparison

  • History and principles of biofeedback (from clinical settings to consumer wearables)

  • Example methods: electromyographs, EEG, guided training like HeartMath

  • Difference between traditional fitness trackers and biofeedback for intentional physiological influence

  • Modern wearables as biofeedback tools over longer timeframes


7. Recognizing Invisible Signs of Stress

  • Definitions: acute (momentary) vs chronic stress (prolonged exposure/appraisal)

  • The impact of chronic stress on the body and mind

  • Using non-triggering analogies (animal examples) to explain stress mechanisms

  • No trauma hierarchy: individual differences in response and appraisal


8. Objective Measurement and its Benefits

  • Objective data bridging gaps in subjective assessment

  • Three pillars of stress: exposure, appraisal, and physiological response

  • Potential for early intervention and prevention (e.g., PTSD, workplace trauma, postpartum depression)


9. Neurodivergence & Interoception (Autism, PTSD, Anxiety)

  • Poor interoception in autistic individuals: struggle sensing physiological/emotional states

  • Making dysregulation visible for self-awareness and communication

  • Interoception training and relevance for both autistic individuals and clinicians


10. Everyday Applications & Challenges

  • Real-world relevance: daily tasks, masking, burnout, physical injuries

  • Difficulties in self-acknowledgment or reporting of pain and dysregulation

  • Recognizing behavioral patterns, the importance of labeling and tracking everyday activities as “events”


11. Practical Tips for Managing Stress

  • Avoiding “mistakes”—instead, focusing on challenges: interoception, acknowledging stressors, seeking help early

  • Action steps: find effective breathing techniques, track patterns, repeat positive behaviors


12. Empowerment and Education

  • Using data to self-advocate, reduce dependency on others, and educate support networks

  • Developing personalized lists/pattern tracking for improved self-care

  • Role of caregivers and family in identifying and corroborating stress triggers


13. Getting Started with Biofeedback and Wearables

  • Simple entry points: smartphone/smartwatch tracking (heart rate, variability)

  • Importance of consistency, correlating patterns, self-experimentation

  • The “car analogy”: measuring both accelerator (fight/flight) and brake (rest/digest) states with advanced wearables


14. Measuring Progress: Strengths vs. Weaknesses

  • Deciding whether to focus on cultivating strengths or addressing weaknesses first

  • The journey towards autonomic flexibility and better stress regulation

  • Embracing biofeedback as a tool for all, regardless of starting point


15. Closing Thoughts & Vision

  • Mission to make objective stress measurement accessible for everyone

  • Long-term vision: enabling better interventions, quantifiable outcomes, and daily empowerment


Show Website - https://traumasafelab.com/

Jennifer Nanda - LinkedIn - https://www.linkedin.com/in/evansjen/

Media Partner - TopHealth - https://tophealth.care/