Zenzo for Large CompaniesFor enterprise

Self-serve answers, governed at enterprise scale.

Large companies have the data, the warehouses and the policies. What they lack is a safe way for thousands of people to ask questions without a ticket. Zenzo applies your roles, row filters and masking to every query, keeps raw rows out of AI prompts, and records every action in a signed audit trail.

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  • Read-only connections
  • Sensitive data hidden before AI sees it
  • 30+ connectors

Connects to the tools enterprise teams already use

SnowflakeBigQueryDatabricksRedshiftClickHousePostgreSQLSalesforceConfluenceJiraMicrosoft Teams
Before and after

Self-serve,
without losing control.

The goal isn’t fewer controls. It’s controls that apply automatically to every question.

TodayManual work
Chief data officer · the usual way
  • Answering business questionsRequests queue for weeks with a central data team.
  • Keeping metrics consistentEach team defines revenue its own way in its own tool.
  • Using AI with sensitive dataAI is blocked, or used with no guardrails at all.
  • Proving who saw whatLogs scattered across tools, rebuilt by hand for each audit.
With ZenzoEvidence attached
Chief data officer · with Zenzo
  • Answering business questionsGoverned self-serve: people ask in plain English, inside their role.
  • Keeping metrics consistentMeasures defined once in the semantic layer and reused in every answer.
  • Using AI with sensitive dataRaw rows stay out of AI prompts. Only permitted, masked results are used.
  • Proving who saw whatA signed, exportable audit trail of every query and result.
How it works

From question
to answer you can check.

Follow one question from enterprise teams through Zenzo, from the moment it’s asked to the evidence behind the answer.

Ask
Do warehouse revenue figures match the CRM?
Which business units missed plan, and what drove each miss?Which tables and columns does this metric use?
Answer

Do warehouse revenue figures match the CRM?

Bookings matched across systems in one federated query, with unmatched records listed.

Answered with Zenzo Analyst · from Databricks and Salesforce
Evidence attached · sources and query shown

You get a plain-English answer with the evidence attached.

Questions with proof

Questions at enterprise scale.
Controls at every step.

Every person sees only what their role allows, and every answer can be traced to its query, its sources and its definition.

Ask what your business asks every week

Every person sees only what their role allows, and every answer can be traced to its query, its sources and its definition.

Do warehouse revenue figures match the CRM?

Bookings matched across systems in one federated query, with unmatched records listed.

Which tables and columns does this metric use?

Lineage from the semantic layer down to the source columns behind the measure.

One set of executive dashboards for every region

Governed dashboards with row-level security, so each region sees only its own figures.

Which policy applies to this vendor contract?

The clause quoted from the governing policy, searched only in the spaces this person may access.

Alert the regional lead when pipeline coverage drops.

Answered with Zenzo Analyst from Salesforce and Microsoft Teams, with the evidence attached.

Decision rhythm

The enterprise calendar,
answered from one governed source.

The same questions return every week, quarter and audit cycle. Zenzo answers each from the same definitions, with the same controls.

  1. Weekly business review
    What moved across business units, and why?

    Zenzo deliversChanges against plan by unit, with the drivers found across your warehouse and apps.

  2. Quarter close
    Do the numbers agree across systems?

    Zenzo deliversReconciliations that rerun on schedule and list only the exceptions, with the query attached.

  3. Board preparation
    What is the story behind this quarter?

    Zenzo deliversA written summary drafted from governed metrics, every figure linked to its query.

  4. Audit season
    Who asked what, and which data did they touch?

    Zenzo deliversAn exportable, signed audit trail of every question, query and result.

Where each product fits

Start with Analyst.
Add the rest as you grow.

Zenzo products are built to work together on one platform, so each step builds on the one before it.

Live

Zenzo Analyst

Governed questions across your warehouses and apps, with federated queries that push filters down to each source.

Start here
Early access

Zenzo BI

Executive and regional dashboards with row-level security. Embedded analytics and a BI migration service are available on Enterprise.

Learn more
Early access

Zenzo Knowledge

Answers from policies and contracts, with permissions checked before anything is searched.

Learn more
Coming soon

Zenzo Brain

A planned orchestration layer that will coordinate Analyst, Knowledge and BI without bypassing permissions.

Learn more
Guardrails

Switched on
from the first question.

The controls enterprise teams ask about first, applied to every query and every answer.

Privacy firewall

Only masked schema metadata is sent to the AI model. Sensitive data hidden before AI sees it.

Column-level masking

Give each role full, masked or no access per table, and redact, hash or partially mask sensitive columns.

Row-level security

Per-role and per-user filters are applied to every query automatically, so people only see their own data.

Tamper-proof audit trail

Every action is logged with personal data scrubbed and a cryptographic signature that proves it hasn’t been altered.

Single sign-on

Sign in with Google, Microsoft, Okta or any OIDC provider, with SCIM to add and remove users automatically.

Your model, your keys

Bring your own API key, choose OpenAI, Azure OpenAI or Anthropic, or run local models with Ollama.

Roles, rows and columnsRaw rows stay out of AI promptsYour identity provider, your models
Explore more

Questions rarely stop
at one team.

These pages pick up where this one ends.

By department
IT & DataFounders & LeadershipFinance
By industry
Banking & Lending
FAQ

Questions from
enterprise teams.

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

How is Enterprise priced?

Enterprise is priced per workspace with contributors in bands of 25, volume pricing for extra contributors, contracted AI volume and unlimited free viewers. Talk to us for a quote.

Can we use our own AI model or keys?

Yes. Bring-your-own model key is available on Enterprise, with OpenAI, Azure OpenAI, Anthropic and local models through Ollama.

Do you support SAML, private cloud or on-premises deployment?

Single sign-on over OAuth and OIDC is available today. SAML and MFA, dedicated or private cloud, on-premises deployment and data residency are on the roadmap.

Can we connect sources you don’t list?

Custom connectors are available on Enterprise, alongside more than 30 standard connectors for databases, warehouses and business apps.

Can we embed dashboards in our own products?

Yes. Embedded analytics is an Enterprise add-on, using time-limited signed tokens and optional white-label branding.

Get started

Bring your business
questions.

Connect a source, ask what your team asks every week, and check the evidence behind every answer.

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Read-only connections · Sensitive data hidden before AI sees it · 30+ connectors

Check out the plans that fit your team or organization.

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