AI Persona Synthesis Research
We support early research and design decisions with AI Personas and synthetic audiences that learn customer taste and preference.
AI Persona Synthesis ResearchRoot Kernel
An agent-native technology startup building preference-grounded customer research systems
Root Kernel researches and builds AI Personas and synthetic audiences for surveys and design validation through repeated choice data and visual taste analysis.
We connect systematic data collection, virtual customer synthesis, and our own AI agent collaboration system into one coherent product and operating flow.
Structure
What Root Kernel is building
AI Persona Synthesis Research is Root Kernel's core business area. Agent Technologies and Hermes Agent Supports provide the technical and operational foundation for building and validating that system.
Agent Technologies
Collaboration platform technology where people and AI agents read documents, deliberate, and safely develop and validate systems together.
Agent TechnologiesHermes Agent Supports
An operating model for using AI not as a one-off tool, but as members of an organization with explicit roles and responsibilities.
Hermes Agent SupportsAI Operations
Development & Operations
Root Kernel delegates the full product development and operating flow to its own AI agent organization, so a small team can continuously run complex development and validation work.
AI-SPARK
Patent pendingspec-governed agent server governance
A safety governance system that splits natural-language requirements into spec, policy, approval, and runtime boundaries
Kkachi Agent Organization
In operationHermes-based Agent Operating Model
An agent operating system that distributes implementation, review, user perspective, documentation alignment, and UX judgment across multiple roles
Space Compiler
Research / implementationpreference & persona synthesis engine
An engine that combines AI and psychometrics to model preference space and synthesize virtual customers from repeated choice data
