Type of Stores

Capturing different types of knowledge in a Learning Machine.

A Learning Machine coordinates multiple stores, each optimized for a specific type of knowledge.

Store	What It Captures	Scope	Use Case
User Profile	Structured fields (name, role, preferences)	Per user	Personalization
User Memory	Unstructured observations & facts	Per user	Context retention
Session Context	Goals, plans, and active state	Per session	Long-running tasks
Entity Memory	Facts about business entities	Global	Knowledge graphs
Learned Knowledge	Reusable insights & patterns	Global	Team-wide improvement

User Profile

Name, Role, Preferences

User Memory

User insights.

Session Context

Goals, Plans, and Active State

Entity Memory

Facts about business entities

Learned Knowledge

Reusable insights & patterns