Take the free AuditWatch Sera work
Infrastructure guide

A serious AI operations layer turns scattered work into a trusted record.

Search only helps when the record already exists. Teams need a way to capture what happened, organize what matters, route it through human approval, keep sources attached, and ask clear questions later.

The job is to close the operating 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. Sera closes that loop by preparing the operating record for review.

From scattered to trustedWork output becomes operating intelligence.
Transcript
Email thread
Decision
Task
Risk
Role change
Sera structuresCandidate records, not trusted yet
Human reviewApprove, reject, edit, govern
Decision CandidatesNotion
TasksNotion
RisksNotion
RolesNotion
ProjectsNotion
Review QueueNotion

What a working AI operations layer includes.

Capture

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

Extraction

Sera turns source material into candidate decisions, tasks, risks, roles, policies, people, projects, and context.

Review

A human reviewer approves, corrects, or rejects candidates before they become trusted memory.

Storage

The Living Memory Hub is the default private 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 records should stay where your team can inspect them.

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 should be an explicit setup decision, not a hidden promise.

Ownership boundaryClient-controlled systems, reviewed memory.

Your tools

Notion workspace
Railway project
Google Workspace
Dedicated inbox

Trusted memory path

Draft records
Review queue
Approved memory
Sera citations

This matters when memory loss has become 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 AI operations layer would need.

Start with the Living Memory Hub demo, then book a focused walkthrough when you want to map meetings, emails, decisions, tasks, roles, policies, people, and projects from your actual tools.