Memory & Context Architecture

Persistent memory, embedded memory, user and organization context, continuity, and personalization.

Problems solved

Assistants reset every session and lose the history that makes work compound.
Context is copied by hand into prompts, creating drift and privacy risk.
Personalization needs durable rules, records, and retrieval boundaries.

Representative deliverables

Memory taxonomy for users, organizations, workflows, and decisions
Persistent context stores and retrieval policies
Context assembly patterns for assistants and agents
Review, update, and deletion workflows for remembered information

Practical use cases

Cross-session assistant memory
Client or account context assembly
Personalized group or community interactions
Operational memory for recurring workflows

Typical topics

persistent memorycontext assemblypersonalizationcontinuity

How this fits an engagement

This group can be scoped as a focused pilot first: define the workflow, connect the minimum useful data and tools, keep human oversight visible, and improve from observed behavior before expanding the system.

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