Persona Weaver · portfolio of Megan Cales
Infrastructure for
living context.
Identity is more than the fields we store.
A unified context layer for the people and systems you build around. Weave scattered signals into one durable, explainable portrait.
Now accepting pilot applications.
The problem
What missing context takes away
Every new interaction starts from zero. Identity is fragmented across tools, conversational agents, and databases. Systems don't remember, and users are exhausted by having to explain themselves over and over again.
The shift
Change the unit of understanding.
Persona Weaver replaces static profile fields with a living context layer. We provide the infrastructure to weave preferences, behavioral patterns, and boundaries into a cohesive whole—retaining human agency and explainability at every step.
Who it serves
Context, wherever people are.
Product & Innovation Leaders
Build continuity into every touchpoint and increase loyalty by remembering what matters to your users.
AI & System Builders
Give conversational agents the durable, structured memory required to be genuinely helpful and context-aware.
Education & Wellbeing Partners
Track longitudinal growth, resilience, and personal development with robust, evidence-backed frameworks.
Now launching
Atlas: Evidence-Backed Personal Data Engine
We are currently accepting applications for the Atlas launch pilot. Designed for reflective people navigating sustained uncertainty — in any role or field.
View Atlas pilotBuilt on living context
Build on living context
See what becomes possible when your application builds on a unified, explainable context layer.
Privacy-Conscious Connections
Match users based on deep behavioral and values alignment without exposing raw underlying data.
Adaptive Life Simulation
Test life scenarios based on an individual's real personality, behavioral patterns, and longitudinal energy history.
Partner
Bring living context to your product.
Whether you are building next-generation AI agents that need durable memory, developing wellbeing applications that require deep human context, or evaluating infrastructure at scale, we are ready to partner.
Join a Pilot
We partner closely with selected teams to integrate living context into their products. Apply to join our next cohort.
Accepting Applications for Pilots
Bring a defined use case, team, and success goal. Selected applicants will work directly with us to scope a focused Persona Weaver pilot.
Early access
Request early access
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