Hokulehua LLC

Building Cognitive-Somatic Systems

Turning embodied intelligence into structured, scalable design.

About Hokulehua LLC

Founder, Hokulehua LLC

Rayleen Egami is the founder of Hokulehua LLC and the creator of two unique frameworks that bring together how we perceive, think, and design. She focuses on turning our internal feelings and body signals — like emotions and sensations — into practical tools without needing any external sensors or gadgets.

Her two main frameworks, Compass Mapping and AI-X, are built on strong ethical values and inspired by traditional ecological knowledge, especially the deep connection to place and relationships found in Indigenous Pacific cultures. Rather than treating intelligence as something separate or extractable, these systems honor the subtle, interconnected ways we experience the world through our bodies and minds.

This approach goes beyond typical AI or emotion-recognition tools. It’s about creating respectful, privacy-first systems that value honesty and integrity — for both people and machines. Rayleen designs from the ground up, not by following usual templates, and her work is already gaining interest for changing how we understand context, feedback, and awareness.

Current Flagship: Compass CORE Mapping

Compass CORE Mapping is a cognitive-somatic interface that converts internal signals into structured directional feedback. It recognizes the human body as a data-generating system — no external sensors required.

Goal:

To empower individuals to define what emotions mean to them based on their own lived experiences, rather than standardized societal labels. This personalized approach promotes emotional literacy, self-understanding, and opens pathways toward healing.

  • Embodied intelligence → directional output
  • Music and sensation as emotional classifiers
  • Patentable system architecture
  • Mobile-first UX and scaling strategy
  • No wearables, no artificial affect recognition — fully internally generated
  • Application spaces: emotional regulation tech, adaptive learning systems, AI-human feedback loops, neurodivergent tools, and beyond.

Emerging Framework: Adaptive Care & Contextual Intelligence

The Adaptive Care & Contextual Intelligence Framework helps institutions make decisions rooted in nuanced, real-world understanding. It blends real-time signals with cultural values, historical patterns, and biological relevance to guide ethical, adaptive prioritization.

Goal:

To create a tool that goes beyond demographics and socio-economic or health data, integrating historical and cultural contexts that truly matter. This helps organizations make ethical, adaptive, and culturally-aware decisions that respect the complex realities of the communities they serve.

  • Customizable Care Index: Balances signal strength, historical resonance, biological impact, and value alignment
  • Generational Context Coefficient: Adjusts prioritization based on evolving social, environmental, and ethical trends
  • Cultural calibration: Enables organizations to tailor decision-making to their identity, history, and priorities
  • Applications include: policy evaluation, risk assessment, and enhancing AI systems with cultural intelligence.

Currently in development with early prototype tools and pilot partnerships.

Read More

These reflections were written informally — but they capture the early pulse of Compass Mapping and the larger vision:

These essays explore how emotional states shape — or distort — pattern expression in both humans and machine logic. They aren’t formal papers. They’re signal flares.

Contact

Email: rayleen.f1.h2@gmail.com

Instagram: @f1.hokulehua

NDA available upon request

Coming soon: Interface diagrams and deeper technical previews available upon inquiry.

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