Each seat keeps its own vault before anything is summarized, approved, or escalated.
Enterprise Memory That Climbs Upward Without Leaking Sideways
OpenClaw Enterprise gives every role its own protected memory lane, routes integrations into the right scope, and lets LightRAG retrieve only approved knowledge. Front-line vaults stay private, department lanes stay scoped, and leadership sees governed rollups instead of raw subordinate memory.
Graph retrieval indexes approved knowledge, not one giant cross-tenant memory bucket.
Executives get exceptions, trends, and summaries instead of unrestricted subordinate vault access.
Each level receives the scope it is allowed to see. Lower tiers never read upward. Higher tiers inherit summaries, escalations, and approved context instead of raw private memory.
Cross-org rollups, exceptions, budget signals, and approved escalations.
Department memory, approved team context, operating signals, and policy-bound retrieval.
Inherited team rollups, local operating memory, and workflow-specific retrieval for their lane.
Raw conversations, notes, files, and task context stay inside the assigned seat vault unless promoted.
LightRAG Knowledge Plane
LightRAG sits above the lane router as a governed retrieval layer. It indexes approved entities, relationships, and summaries so teams get useful context fast without flattening every private vault into one shared graph.
Privacy, Policy, and Audit Between Every Layer
Every enterprise read is authorized server-side before retrieval or rendering happens.
Private seat data can be summarized upward without exposing the full raw vault.
Escalations, approvals, audits, and retrieval decisions stay attached to the org ledger.
Slack, CRM, docs, repos, and inboxes feed the right lane instead of one shared company blob.
Per-seat memory is the starting point
The safest enterprise model is not one giant shared memory pool. Every seat starts with its own protected vault, then policy decides what can be shared laterally, summarized upward, or withheld entirely.
- Private seat memory stays scoped to the assigned role and org.
- Department lanes can aggregate approved operating context without swallowing raw subordinate vaults.
- Executives see governed rollups, exceptions, and trends rather than unrestricted raw history.
Retrieval that respects hierarchy
LightRAG gives the enterprise memory plane a graph-shaped retrieval layer: better context linking, better recall, and better explainability than a flat vector bucket. The important part is that retrieval respects policy.
- Approved entities and relationships can be indexed for fast multi-hop retrieval.
- Role and department filters stay in force at query time, not just at write time.
- Separate org workspaces keep enterprise memory isolated from other tenants and brands.
Integrations land in the correct lane
Enterprise memory should be integration-rich without becoming chaotic. Channels, docs, CRM events, repos, and files need to land in the right lane so the resulting intelligence stays explainable.
- Slack, Teams, email, CRM, docs, and repos can be routed by org, department, or seat.
- Shared operating data can enrich department memory without bypassing private vault rules.
- Escalation rules decide what moves up from team lanes into executive retrieval.
Separate governance from the customer runtime
Enterprise is strongest when the control plane is separate from the everyday customer runtime. That keeps billing, seats, rollout, auditing, and policy management isolated while the server fleet and customer workflows stay stable.
- Parent billing, seat issuance, and rollout waves run in a dedicated enterprise lane.
- Policy, audits, and retrieval rules live above the runtime instead of inside customer app state.
- Provisioning remains parallel to the normal customer path so current deployments do not regress.
Enterprise Parent Account Checkout
Create one parent billing account, choose the default AI lane, add optional per-seat OCI credits, and stage a delayed rollout without changing the normal single-server provisioning path.
Need to scope fit or ROI before checkout?
Start with the assessment, run the ROI calculator, or jump back into the LightRAG memory architecture if you want a planning step before buying seats.