Zenzo BrainComing soon

One question. Every source that matters.

Zenzo Brain is the planned orchestration layer for the Zenzo suite. It will understand a request, route each part to the right specialist product, and combine the results without losing sources, caveats or permissions.

Register interest Explore Zenzo Analyst
  • Builds on Analyst and Knowledge
  • Permissions checked at every step
  • Sources and caveats kept

Product vision. Zenzo Brain is in planning. This page describes intended behavior, not features available today.

Today vs. with Brain

One question.
Two tools, stitched by hand.

The numbers live in one system and the reasons live in another. Here’s how that question gets answered today, and how Zenzo Brain is designed to answer it.

Today2 tools · by hand
q3_sales_trend.xlsx
From the warehouse
−6%
Sales by region, Q3
Q2 planning notes
From the wiki
“Launch delayed”
Partner launch moved to Q4
Board_update_draft.docx

Numbers pasted from the sheet, reasons copied from the notes.

Sources lost · APAC gap not mentioned
  • Numbers in one place, reasons in another. Data sits in the warehouse, context in documents.
  • Tools that don’t talk. Each tool answers its own slice of the question.
  • Context lost in the stitching. Copying between tools drops sources and caveats.
With Zenzo Brain · concept1 request
Combined answerSources kept
Compare last quarter’s sales trend with the reasons in our planning documents.
Answer
−6% in Q3 mostly EMEA, after the delayed partner launch
Zenzo Analyst · Q3 sales by region Zenzo Knowledge · Q2 planning notes 1 caveat kept: no document covers APAC
Asked by COO · one request, two products
  • One request. Brain will split it and send each part to the right product.
  • Sources and caveats kept. Nothing is lost when results are combined.
  • Permissions at every step. Routing will never become a way around access control.
How it will work

Coordinate the specialists.
Don’t replace them.

An illustration of the planned flow. Brain will plan the work, route each part to the product built for it, then combine what comes back.

Ask
Compare last quarter’s sales trend with the reasons in our planning documents.
Why did churn rise in EMEA?Pipeline vs. hiring plan
Combine

Sales fell 6% in Q3, mostly in EMEA. Planning notes link it to the delayed partner launch.

  1. 1Zenzo Analyst · Q3 sales by regionWarehouse · read-only query
  2. 2Zenzo Knowledge · Q2 planning notesPlanning space · cited passage
1 product skipped: Zenzo BI (no access)
1 caveat flagged: no document covers APAC

Brain will combine the results into one answer, keeping sources and flagging gaps.

Concept preview. Zenzo Brain is in planning, and this shows intended behaviour, not features available today.

Planned capabilities

Built to coordinate,
not to replace.

What Brain is being designed to do. Each capability will arrive in stages, tested before the next begins.

One request, every product

Ask once. Brain is designed to break a compound request into a few bounded tasks and send each to the right product.

Plan and route

Independent tasks will run in parallel and dependent ones in sequence, with timeouts and partial results handled clearly.

Strategy lead“How did the launch affect sales?”

Asks when it’s unclear

Brain will interpret the request and its constraints, and ask a question when something is ambiguous.

IT and security lead“Never let routing skip a permission.”

Checked at every step

Authorization will be checked for each product and resource, not only at the start of a conversation.

Sources and caveats kept

Results will be combined into one answer that keeps every source and caveat, and flags gaps or disagreements.

Outputs are data, not instructions

Results from other products will be validated as data and can never override system policy. Actions will need the right permission and your confirmation.

Brain conducts. The specialists play.

Each product keeps its own expertise. Brain will coordinate them, and no product depends on another just because Brain can call it.

Trust by design

Routing is not
permission.

Brain will run on the same security as the rest of Zenzo, so orchestration never becomes a shortcut around access control.

Identity first

Your identity and organization will be confirmed through the shared Zenzo Platform before any work starts.

Checked at every step

Access will be checked for each product and resource, not only at the start of a conversation.

Outputs are data, not instructions

Results from other products will be treated as data and can never override system rules.

Confirm before acting

Anything with consequences will be spelled out first, and will need the right permission and your confirmation.

Tamper-proof audit trail

Every routing decision will be logged, so you can see why a request was routed, refused or only partly completed.

Your model, your keys

Brain will use your organization’s model settings: bring your own key, choose OpenAI, Azure OpenAI or Anthropic, or run local models with Ollama.

Read-only connections Data isolated per organization Rate limiting on every endpoint
Delivery stages

How Brain
will arrive.

In stages, each one tested before the next begins. The specialist products are ready to use today.

Available todayUse the specialists
  • Zenzo Analyst Live
  • Zenzo Knowledge Early access
  • Zenzo BI Early access
Stage 1Foundations
  • Shared request and result formats
  • Routing to one specialist product
  • Clear handling of failures
Stage 2Orchestration
  • Requests across several products
  • Answers that keep sources and caveats
  • Hardening for routing, access and reliability
FAQ

Questions about
Zenzo Brain.

Still deciding? We’re happy to walk through your own data and questions. Talk to us

Is Zenzo Brain available today?

No. Zenzo Brain is a planned capability. This page describes how it is intended to work, not features you can use today.

What can I use today?

Zenzo Analyst is live for questions about your business data. Zenzo Knowledge and Zenzo BI are in early access.

Will Brain replace Zenzo Analyst or Zenzo Knowledge?

No. Brain is designed to coordinate the specialist products, not duplicate them. Each product keeps its own domain logic.

Will Brain take actions on my behalf?

Only within your permissions. Consequential actions are designed to be explicit and to require the right authorization and your confirmation.

How will my data be protected?

Identity and tenant context come from the shared Zenzo Platform, authorization is checked for every product and resource, and only the context a task needs is shared.

How will Zenzo Brain be delivered?

In stages, each tested before the next begins. First come the foundations: shared request and result contracts, routing to a single specialist product, and clear handling of failures. Then orchestration: compound requests across several products, grounded synthesis with sources and caveats, and hardening for routing, access and reliability. Until then, you can use Zenzo Analyst today, and Zenzo Knowledge and Zenzo BI in early access.

Coming soon

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Zenzo Brain.

Register your interest and we’ll share progress as each stage is ready.

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Planned capability · We’ll only contact you about Zenzo Brain

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