Biometric
Ring sensing layer
Your smart ring captures HRV, skin temperature, SpO2, sleep stages, and movement across epochs — discrete windows of physiological truth.
Technology
Ring biometrics · On-device AI · Human experts
Technology that understands your inner world
Seek Nirvana combines real-time biometrics, privacy-first AI, and adaptive intelligence to help you understand, optimize, and evolve your state of being.
About the Technology
From data to awareness for minds that create, build, and inspire
Most platforms track your body. We help you interpret it. Seek Nirvana transforms raw physiological signals — sleep cycles, HRV, respiration, and neural patterns — into actionable awareness through adaptive AI systems.
Beyond waking life, your inner states hold untapped intelligence. Our systems are designed to gently guide you there. This is not just optimization — it is a new interface between consciousness and computation.
Real-Time Intelligence
A living, breathing feedback loop
Unlike static dashboards, Seek Nirvana creates a closed-loop system between your physiology and AI — so every night becomes a feedback cycle for deeper clarity.
HRVSpO2REM cyclesRespirationSkin temp
On-device AI
Soul layer — mind & spirit
A Gemma 4 fine-tune trained on contemplative philosophy, therapeutic dialogue, and reflective journaling. Handles emotional processing and cognitive stress entirely on-device.
Somatic
Body layer — yoga & breathwork
A second Gemma 4 fine-tune trained on asana cues, pranayama sequences, and somatic regulation. Reads epoch data to time breathwork and adjust intensity.
Routing
Orchestration layer
A lightweight intent router decides which model activates based on context. Only one model runs at a time — preserving battery and keeping responses fast.
Closed loop
“Unlike static dashboards, Seek Nirvana creates a closed-loop system between your physiology and AI — so every night becomes a feedback cycle for deeper clarity.”
Real-Time Intelligence
Detect patterns across sleep epochs
Identify shifts in readiness and stress
Adapt guidance based on your state
Feedback Loop
Biosignal Awareness
Your body is not static. Neither is our intelligence. Our system continuously processes real-time biosignals to detect patterns in sleep, recovery, and stress — a closed loop between physiology and AI for deeper clarity.
Mobile Ecosystem
Your world, visualized
The app is where raw ring data becomes practice. It lets users review epochs, receive yoga and breathwork timing, journal their inner state, and get private Soul and Body layer guidance.
Epoch-based readiness and body state view
Guided yoga flows timed to your ring data
Pranayama breathwork with live breath pacing
Reflective journaling with soul layer responses
Spiritual and philosophical inquiry mode
Private insight history — on-device, always
.jpeg&w=3840&q=75)
Privacy by design
Intelligence with privacy
AI Layer
Meet the Soul and Body layers—powered by custom-trained Gemma 4 models. They interpret your data, adapt to your patterns, and help you navigate internal states with precision. Seek Nirvana is evolving into an open intelligence layer where your consciousness isn't one-dimensional, and your AI shouldn't be either.
Infrastructure of Trust
Privacy is the foundation, not a feature. Our architecture is designed with on-device processing, end-to-end encrypted flows, and user-controlled data permissions. We don't just protect your data; we ensure you remain in absolute control of your inner world.
Local SLM stack
Gemma 4 E4B — two fine-tunes, one device
Both the Soul and Body layers run the same base architecture with domain-specific fine-tuning. No cloud dependency.
Soul layer activeBody layer standbyOn-device only
Soul layer
Soul layer — Gemma 4 E4B (cognitive fine-tune)
~2.5 GB on-deviceFine-tuned on the Bhagavad Gita, Upanishads, CBT dialogue frameworks, Vipassana and Yoga Nidra scripts, and mindfulness-based stress reduction conversations. When you open the journal or feel overwhelmed, this model meets you — warm, present, and private.
Body layer
Body layer — Gemma 4 E4B (somatic fine-tune)
~3.0 GB on-deviceFine-tuned on labelled asana datasets, pranayama breath sequences, Sanskrit pose vocabulary, muscle-group alignment cues, and somatic regulation protocols. When your ring signals elevated stress or shallow breathing, this model responds with body-first guidance.
Epoch awareness
Epoch-aware recommendations
Rather than reacting to every sensor tick, SeekNirvana works in epochs — windows of aggregated physiological data. When an epoch closes and signals shift, the orchestration layer decides whether to surface a breathwork cue, a grounding prompt, or nothing at all.
Orchestration
One model at a time, by design
Both fine-tuned variants of Gemma 4 live on your device but only one loads into memory at a time. Soul layer: ~2.5 GB. Body layer: ~3 GB. The swap takes seconds and happens at natural session transitions, not mid-sentence. Battery stays protected. Your data stays local.
The core idea is privacy with usefulness. Both Gemma 4 fine-tunes stay close to the user while classifying stress states, summarising patterns, and shaping personalised coaching without sending biometric context or journal entries into a remote inference pipeline.
Exclusive dataset, local-only guidance
The distress-support layer is built on a custom training set focused on somatic stress language, bedtime overthinking, sleep disruption, reflective journaling patterns, and de-escalation sequences. That means guidance feels specific for body-first and mind-first distress alike without private data ever leaving the device.
Specialized Layers
How we guide
Beyond the core stack, Seek Nirvana extends into dream awareness and precision biohacking — each layer built on the same private, on-device foundation.
Beyond Sleep
Dream Layer
Sleep is access. Seek Nirvana integrates dream journaling, REM pattern recognition, and AI-guided intention setting to create a bridge between waking awareness and deeper cognitive layers.
Precision
Biohacking Layer
No noise. No trends. Just signal. By combining real-time biometrics with adaptive AI models, you gain absolute clarity on what actually works for your unique physiology.
Ready to begin
Start with the ring
One-time $99 preorder. Private AI, real biometrics, and guided programs when you are ready to go deeper.