AI memory
Achiral AI is a shared AI memory for your business - a native AI harness that turns everything your team does into compounding intelligence, learns your operations inside out, and gets sharper over time.
This section explains the memory layer behind Chiro and personal executive assistants. It covers what gets remembered, how retrieval works, why memory is different from ordinary RAG, and how teams keep durable context under human control.
What memory means in Achiral
Achiral memory is organization-scoped operational context. It can come from conversations, documents, decisions, tasks, connectors, preferences, and repeated workflows. The goal is not to store every token forever. The goal is to preserve context that helps the organization act with continuity.
The memory layer supports:
- Episodic memory for recent conversations, events, and work activity.
- Semantic memory for decisions, preferences, process knowledge, and domain facts.
- Core memory for durable context that has been reviewed and approved.
How it differs from RAG
Retrieval-augmented generation retrieves context for an answer. AI memory adds a lifecycle around that context: formation, retrieval, reinforcement, decay, validation, and auditability.
| Dimension | RAG | Achiral memory |
|---|---|---|
| Primary job | Retrieve relevant content | Preserve and reuse operational context |
| Time horizon | Usually request-time | Compounds across days, people, and workflows |
| Governance | Depends on the app | Tenant boundaries, roles, validation, and audit logs |
| Best fit | Answering from known sources | Maintaining continuity across repeated work |
Why shared memory matters
Most AI tools are strongest inside a session. Businesses need context to survive outside a session: who promised what, why a workflow changed, what a customer was told, which exception was approved, and what still needs follow-up.
Shared memory gives Chiro an organization-level view while personal assistants keep private user context separate. The result is a system that can help the whole team without flattening privacy boundaries.
Read next
- ACT-R memory for the technical retrieval and activation model.
- Assistant memory for the user-facing memory surface.
- Organization memory for shared organization-level memory.
- Security & compliance for tenant isolation, audit logs, and regulatory posture.