Get the manual Memory OS
Infrastructure guide

Institutional memory infrastructure for teams that cannot afford to forget.

A serious memory system needs more than search. It needs capture, extraction, review, source traceability, retrieval, ownership, and clear data boundaries.

The infrastructure job is to close the memory loop.

Teams already create memory signals every day: meeting outputs, email threads, decisions, risks, assignments, roles, policies, and governance records. The problem is that those signals rarely become trusted, structured, searchable records. Saberra closes that loop.

From scattered to rememberedWork output becomes reviewed memory.
Transcript
Email thread
Decision
Task
Risk
Role change
AI extractionStructured candidates, never trusted memory yet
Human reviewApprove, reject, edit, govern
Decision CandidatesNotion
TasksNotion
RisksNotion
RolesNotion
PoliciesNotion
Review QueueNotion

What the infrastructure includes.

Capture

Google Meet is native. Transcripts or summaries from other platforms can be emailed into the capture inbox.

Extraction

AI extraction turns source material into candidate decisions, tasks, risks, roles, policies, and context.

Review

A Memory Admin approves, corrects, or rejects candidates before they become trusted memory.

Storage

Notion is the default memory backend, with custom data architecture scoped when needed.

Retrieval

Sera answers in plain English from reviewed records and cites sources.

Operations

Memory health, intake status, and review workload remain visible.

Sera · Client Memory OnlineCached 1m ago · Next poll ready
OverviewChat with SeraQueuesGovernancePeopleActivity & OpsSettings
Est. hours saved12meetings, emails, tasks
Emails processed52filed, extracted, remembered
Meetings captured1recordings, transcripts, notes
People known22profiles auto-built
Emails processed · last 7 days
Activity & Ops
Success rate100%10 of last 10 processed
Access failures1needs review
Pipeline failures0all clear

Your data should not disappear into a vendor black box.

Saberra is designed around inspectability. Client records live in the client workspace by default. For teams that need Postgres, a different source of truth, or additional systems of record, that architecture should be scoped as a deployment decision, not hidden behind a generic SaaS promise.

Ownership boundaryClient-controlled systems, reviewed memory.

Your infrastructure

Notion workspace
Railway project
Google Workspace
Dedicated inbox

Trusted memory path

Draft records
Review queue
Approved memory
Sera citations

Infrastructure is the right frame when memory loss is operational risk.

The strongest fit is a team with repeated decisions, role or staff transitions, governance complexity, meeting-heavy operations, and at least one person who can own memory review for about 1-2 hours per week.

See what your memory infrastructure would need.

Start with the manual Memory OS, then book a focused call when you want to map capture, review, storage, and retrieval for your actual stack.