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Sera, Saberra's AI organizational operatorMeet Sera, your private AI organizational intelligence layer

Ask your organization what it already knows.

Sera listens to your Google Meet meetings and important emails. She proposes the decisions, tasks, risks, roles, and commitments your team already made. For human review, stored in your own Notion and Google accounts.

Zero-commitment demo. See exactly how Sera captures and structures decisions in real time.

Not a knowledge base. Not another AI chatbot. Saberra installs a full organizational intelligence layer: Sera captures what matters, proposes structured records across every domain your team operates in, routes them for human approval, and keeps your organization's operating picture searchable and queryable in tools you already control.

Product walkthrough Human-reviewed memory Your data, your workspace

Watch Sera turn meetings and emails into reviewed decisions, owned tasks, open risks, role assignments, project context, and governance records your team can trust.

76 decisions tracked in week 2 No workflow change for your team Data stays in your accounts AI drafts. Humans approve.
“Week two: 76 governance decisions tracked, 148 tasks extracted, 23 community profiles built automatically. She found risks we had never formally logged. Our operating reality finally has a record.”
Amora Community: Regenerative Eco Village, Costa Rica
Before and after Sera
Before Sera

Scattered context

Meetings
Emails
Stale Notion
People's heads
After Sera

Trusted operating memory

Approved decisions
Owned tasks
Clear roles
Project memory
Ask Sera
Ask SeraWhat did we already decide?Answer from approved records with sources.

Your team is not careless. Your organization is missing a memory layer.

Too much of this lives in my head.

When the founder, the lead, or the most tenured person becomes the memory system, the organization is one departure or vacation away from losing its operating context. That is not a people problem. It is a missing infrastructure problem.

Meeting notes are not institutional memory.

Fireflies gives you transcripts. Notion AI answers from what you already wrote. Neither converts a conversation into a decision the team can find in six months, an owned task, or a risk someone is accountable for. Sera does. For human review before anything becomes trusted memory.

Please don't give us another tool.

Your team stays in Google Meet, email, and Notion. Sera becomes the operating layer that captures and organizes the work without asking anyone to change how they work.

How it works

Your team keeps working. The operating record builds itself.

Copy Sera.

Include Sera on meetings and important email threads your organization should not lose.

Sera organizes.

She prepares decisions, tasks, roles, policies, people, projects, and risks for human review.

Humans approve.

Your team reviews every record before it becomes organizational truth. Nothing is trusted automatically.

Sera listening to a live meeting and organizing notes

Google Meet

Email

Sera structures

Human approval

Living Hub

Ask Sera

Live demo

Paste a meeting. See what Sera extracts.

Drop in any meeting transcript, email thread, or document snippet. Sera returns decisions, tasks, and risks in seconds. No account. No signup.

Try the live demo
Decision
Move product launch to Q3
Team agreed to delay launch to Q3 to allow vendor timeline to resolve before go-live.
Task
Finalize communications plan
Sarah to own the comms plan and deliver a draft by June 30.
Owner: Sarah
Risk
Vendor timeline still unconfirmed
Launch dependency on vendor delivery is unresolved. No confirmed date as of last meeting.
What actually changes

The record survives. The organization stops starting over.

Governance transition

A coordinator left. The memory did not.

A 6-person governance circle used Saberra to surface 38 decisions, 22 role records, and 14 open risks before a coordinator transition. The incoming coordinator asked Sera what changed, who owned what, and which commitments were still open. On day one, without needing to reconstruct six months of meeting history.

38 decisions surfaced22 role records preserved14 open risks made findable on day one
Program continuity

The program lead changed. The context stayed.

A nonprofit program team used Saberra to preserve board decisions, partner commitments, grant follow-ups, and open program risks before a leadership handoff. The new lead inherited the reasoning behind the work, not just folders full of documents with no context for why anything was the way it was.

Board context preservedGrant commitments surfacedNo 3-month re-ramp period
Delivery memory

The senior consultant was no longer the archive.

A consultancy used Saberra to capture client decisions, delivery risks, and open commitments across calls and email threads. When the delivery lead changed mid-engagement, the full account history was searchable, without pulling the founder back into every client question.

Client decisions source-backedOpen commitments assignedFounder pulled from 4 fewer calls per week
Category

Saberra is a done-for-you AI operations layer.

Meeting tools summarize conversations. Saberra organizes the operating record: what was decided, assigned, changed, risked, approved, and needs human review next.

Tool typeWhat it does wellWhere memory still leaks
Meeting notetakersCapture one conversation and produce a transcript or summary.The summary still has to become a decision, task, risk, role, policy, or source-backed record.
Enterprise searchFinds information that already exists across approved sources.It cannot reliably retrieve the decisions your team never converted into a durable record.
Notion AIAnswers from what your team already wrote into Notion.It does not solve the behavior problem when nobody updates Notion after the meeting.
Trust

The only AI memory system where your team controls the record.

Saberra does not make your organization's history a black box. Sera surfaces what happened. Your people decide what becomes trusted organizational truth. Every record is inspectable, editable, and source-backed.

  • AI extracts. Your reviewer decides what stays.
  • Your data never leaves your own workspace.
  • Every record is traceable to its source meeting or email.
  • Done-for-you setup inside tools your team controls.
Sera dashboard showing the Amora Living Memory hub with 22 profiles known, 21 active members, and a live review queue
Organizational intelligence

Saberra captures, organizes, and monitors. Your team keeps working.

Memory is the foundation. What Saberra does with it is the point. Sera is watching every meeting and email for the organizational patterns that produce failure: repeated decisions, role fog, governance bypasses, founder dependency, risks mentioned but never tracked, and commitments made but never assigned. Most teams find out these patterns existed when someone leaves or something breaks. Saberra surfaces them while there is still time to act.

Repeated decision detection

When the same topic resurfaces across meetings without a trusted record behind it, Sera flags it. Most organizations re-debate the same decisions for years without realizing the pattern exists.

Role drift and ownership gaps

Role fog is the slow breakdown of who owns what. Sera surfaces vacant ownership, unclear authority, and hidden dependencies before they produce a breakdown or a departure that takes everything with it.

Collapse pattern monitoring

Sera scans every meeting and email for the organizational signals that typically precede failure: decision replay, governance bypass, silent overload, financial fragility surfacing in conversation, and founder gravity tightening. Most organizations discover these patterns after they matter.

Risk surfacing from conversation

Risks that live in meeting conversations and email threads become formal candidates before they compound. A concern mentioned three times in passing is not the same as a concern nobody raised. Sera does not treat them the same.

Founder dependency reduction

When context is captured and reviewed automatically, the people who currently hold everything in their heads stop being the only path through which the organization can move or answer questions.

Documentation done automatically

The organizing, structuring, and filing work that teams consistently fail to do manually gets done by Sera, without asking anyone to change how they work, what tools they use, or who remembers to write things down.

Operating healthSera quietly watches for collapse patterns before they become crises.

Not a philosophy lesson. An early-warning system.

Sera scans reviewed meetings and email context for practical signs of organizational drift: repeated decisions, role confusion, invisible ownership, unlogged risks, and context bottlenecks.

12 signals reviewed4 routed to owner0 trusted without approval
Decision replayRepeated debates
Watch
Role fogUnclear ownership
Warning
Founder gravityContext bottleneck
Warning
Silent burnoutMissed commitments
Watch
Governance bypassSide-channel decisions
Warning
Risk driftConcerns never logged
Watch
Onboarding amnesiaNew hires rebuild history
Clear
Data ownership

Your data never leaves your accounts. Not ours.

Most AI tools take your data, store it in their systems, and charge you to access it. Saberra is built the opposite way. Every record lives in accounts your organization controls. When you leave, everything stays with you.

Your Google Workspace

Meeting capture and email routing happen inside your Google account. Saberra never holds your raw meeting data on its own servers.

Your Notion workspace

Every approved decision, task, risk, role, and policy record lives in databases your team owns, administers, and can export at any time.

Anthropic Claude

Extraction and Sera run on Anthropic Claude. Saberra does not pool your data with other clients or use it to train models.

When you leave

You revoke access from your own account settings. Every record stays in your Notion workspace. Nothing you need to retrieve lives on Saberra infrastructure.

Most AI SaaS tools
  • Your data lives on their servers
  • They may train models on your content
  • Leaving means losing access to your history
  • You trust their security posture
vs
Saberra
  • Your data lives in your Google Workspace and Notion
  • Your AI provider account, your keys, your rules
  • Leaving means revoking access. Your records stay.
  • You inspect and control every account in the stack

Which kind of memory loss is costing you most?

Fractional COOs and Chiefs of Staff

You walk into the same founder chaos in every engagement. Saberra installs the memory layer so the operating clarity you build does not leave when you do.

See it for operators

Founder-led teams growing fast

The founder has been the operating system long enough. Saberra moves decisions, context, and history out of founder memory and into a record the whole team can use.

See how founders use Sera

Conscious investors and funders

Mission and execution are different things. Saberra gives impact investors a real signal on whether portfolio projects can actually remember, govern, and follow through.

See it for investors

Self-managing and regenerative teams

Distributed authority only works when the governance record stays distributed too. Saberra preserves decisions, roles, and circle context without a centralized memory keeper.

See it for distributed governance

Nonprofits and foundations

Your mission should survive leadership change. Saberra preserves board decisions, grant context, and program history so the work does not depend on whoever happens to remember.

See it for nonprofits
Fit

Saberra is not for everyone. Here is who it is for.

Best for

  • Teams already on Google Workspace and Google Meet, or ready for us to configure that foundation
  • Notion-native workflows, or willingness to adopt Notion as the inspectable memory backend
  • 15 to 200 people feeling real pain from knowledge loss or context drift
  • One person who can own memory review for about 1–2 hours per week

Not a strong fit for

  • Teams that require native Zoom or Teams integrations on day one
  • Teams unwilling to adopt an inspectable backend or scope a custom backend
  • Self-serve buyers looking for instant no-touch signup
  • Organizations with no one to own the human review step
The real comparison

The alternative to Saberra is not nothing.

It is a part-time operations person doing this manually.

Fractional COO / Chief of Staff
$4,000 – $8,000/mo
  • Monthly cost$4,000 – $8,000
  • DocumentationManual, time-dependent
  • Knowledge retentionLeaves when they leave
  • AvailabilityBusiness hours only
  • Human reviewThey are the review
  • Time to value3 – 6 months

Manual documentation. Context still walks out the door when they leave.

Saberra
From $750/mo
Early adopter pricing from $300/mo for qualifying organizations
  • Monthly costFrom $750
  • DocumentationAutomatic from every meeting and email
  • Knowledge retentionPersistent institutional memory
  • Availability24/7, always queryable
  • Human reviewEvery record approved before it's trusted
  • Time to valueLive in 3 – 5 business days

Done-for-you. Human-reviewed. Sera included.

$20,000 – $40,000

estimated cost of one key-person transition in lost context and re-ramp time

Saberra's full annual cost is less than half of one transition.

Early Adopter Access: limited spots.

We onboard a limited number of teams each month with full founder-led deployment: done-for-you setup, a memory audit before and after, human approval workflow design, and direct founder access for the first 90 days. If you've been nodding through this page, that's the signal.

15 to 200 people
Google Workspace already in place, or willing to add setup scope
Notion-native, Notion-ready, or open to a configured memory backend
Meeting-heavy operations
Real, expensive memory loss pain
One person can own memory review (~1–2 hrs/week)
FAQ

The questions you're already asking.

How is Saberra different from Fireflies, Otter, or Fathom?

Meeting tools summarize one conversation and produce a transcript. That transcript still has to become a decision, task, risk, or role record, and in most teams, it never does. Saberra closes that gap: Sera extracts structured records from meetings and emails, a human reviews them, and the approved records become the source Sera answers from.

How is Saberra different from Notion AI?

Notion AI is useful for what your team already wrote into Notion. It does not solve the behavior problem: the meetings that never get documented, the emails that never get filed, the decisions that lived only in someone's head. Saberra captures what your team forgets to write down, routes it through human review, and then puts the approved records into Notion.

Does my team have to change how they work?

No. Your team keeps using Google Meet and email exactly as they do today. Copy Sera on the meetings and email threads that matter. That is the only change your team makes. A human reviewer, usually an ops lead or chief of staff, spends about 1–2 hours per week reviewing Sera's candidate records. Everyone else keeps working normally.

Where does our data live?

In accounts your organization controls. Saberra is a configured system, not a database your team cannot see. The standard Living Memory Hub lives in your own Notion workspace, and your tool accounts stay yours. If you do not already have the right foundation, we can provision or clean up the Google Workspace and Notion setup as additional implementation scope.

Does Sera make things up?

No. Sera answers from reviewed, source-backed organizational records. Not the open internet, not unreviewed extractions. If the record does not exist, Sera says so. That restraint is deliberate: an AI that confidently invents answers is worse than no system at all.

Does Saberra replace human judgment?

No, and that is the point. Sera recommends. Your reviewer decides. AI extraction proposes structured records, humans review and approve them, and Sera answers only from the approved record. Nothing becomes trusted organizational truth without a human in the loop.

What tools are required?

Google Workspace and Google Meet are native, and Notion is the default memory backend because it keeps records inspectable for nontechnical teams. The full setup also uses an AI provider account, Railway for the pipeline, and a dedicated capture inbox. If your team is not already on that stack, setup, migration, workspace cleanup, or account provisioning can be scoped as paid implementation work. Transcripts or summaries from Zoom, Teams, or other platforms can be processed when emailed into the capture inbox.

How long does setup take?

A guided four-week deployment. Week 1: chaos map and source routing. Week 2: capture inbox and Living Memory Hub configuration. Week 3: human approval workflow design. Week 4: Sera operating baseline and first memory intelligence readout.

Can Saberra use Postgres or a custom backend instead of Notion?

Notion is the default because it keeps records inspectable for nontechnical teams without engineering work. Custom data architecture, including Postgres or additional systems of record, is scoped separately for larger or more technical deployments.

Who is Saberra for?

Teams of 15 to 200 people feeling the cost of lost decisions, unclear ownership, slow onboarding, repeated debates, or key-person knowledge dependency. Existing Google Workspace and Notion teams are fastest to deploy. Teams willing to adopt that foundation, or scope a custom backend, can still be a strong fit.

Ready to stop losing context?

Take the free Memory Audit and find out exactly where your team is leaking. Results in 3 minutes.