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Use cases

Where memory earns its keep.

The same memory layer — a brain per user or project, held to your rules, compounding as it runs — applied to the places it matters most.

Customer support

Support that remembers every customer — and gets cheaper every ticket.

Give your support agent a brain per customer, held to your policy, that compounds what it learns instead of re-reading history on every reply.

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Coding agents

A coding agent that remembers your codebase across sessions.

Isolated cores give every repo or client its own brain — conventions, decisions, and gotchas that survive when the session closes.

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Agencies & vertical SaaS

One account, a separate brain per client — with no crossover.

Isolated cores let agencies and multi-tenant SaaS give every client a fully separate memory and identity, without standing up separate infrastructure.

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Enterprise

Internal copilots that learn how your company actually works.

Give each team a governed AI brain — isolated by department, auditable, and able to run where your data has to stay.

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Consumer apps

Give every user an assistant that remembers them.

Per-user sub-brains turn a stateless model into a personal assistant that knows each user across every session — at scale, from one account.

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Sales & SDR

Remember every prospect — and let your playbook compound.

A brain per prospect, plus synthesis that turns what closes into standing lessons your whole pipeline reuses.

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Education

Tutors that remember each learner and adapt as they grow.

Per-user sub-brains track each student's progress and gaps; the coherence gate keeps the teaching approach steady.

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