How does Zenzo AI convert natural language to SQL?

Zenzo AI uses LLM-powered text-to-SQL with a privacy firewall. Only masked DDL schema metadata is sent to the AI — never your actual data. The generated SQL is shown for review before execution.

Yes, Zenzo AI offers a free Community tier with core features including NL-to-SQL chat, 40+ connectors, schema browser, and data export. Pro and Enterprise tiers add advanced features like scheduled reports, federation, and custom masking.

What databases does Zenzo AI support?

Zenzo AI supports 40+ data sources including PostgreSQL, MySQL, Snowflake, BigQuery, MongoDB, Redshift, Databricks, ClickHouse, Elasticsearch, Salesforce, HubSpot, Stripe, Google Analytics, and more.

Does Zenzo AI send my data to external LLMs?

No. Zenzo AI's privacy firewall ensures raw data and PII never reach the LLM. Only masked DDL metadata (table and column names) is sent. You can also run fully local LLMs via Ollama for zero external data exposure.

Can I self-host Zenzo AI?

Yes. Zenzo AI supports self-hosted deployment via Docker or bare-metal Linux, as well as a managed cloud option. Self-hosting gives you full control over data, networking, and LLM selection.

New The AI Answer Layer for SaaS Ops Teams

Turn business data into
trusted, decision-ready answers.

Built for productmarketingrevenuecustomerbiz opsfoundingleadership teams who need trusted answers
from their business tools, without SQL or a data analyst.

Your data is read-only and never altered

PII auto-masked before AI

Reasoning chain before every query

AI Query

Dashboards

Agents

app.zenzolabs.com

Revenue Dashboard

Total MRR

$4.28M

↑ 8.4%

ARR Run Rate

$51.4M

↑ $4M YoY

NRR

118%

↑ 2pp

Gross Churn

2.1%

↑ 0.3pp

MRR trend — 12 months

MRR by product

CRM

$1.8M

Support

$1.2M

ITSM

$0.7M

Billing

$0.5M

Agentic AI Studio

+ New agent

📊

Daily MRR Pulse

"What was yesterday's new MRR, expansion, and churned MRR?"

Active

Daily 09:00 · #revenue

🚨

SLA Watch

"How many tickets are at risk of SLA breach in 4 hours?"

Alert fired

Every hour · #support

📉

Churn Risk Weekly

"Which Enterprise accounts show churn signals this week?"

Active

Monday 08:00 · Email

🎯

Pipeline Snapshot

"What is the current pipeline value by stage?"

Paused

Friday 17:00

AI Query

Dashboards

Agents

The Problem

Your business has answers.
Your team just can't reach them.

The truth is buried across systems, people, and tools that move faster than teams can trust.

Analyst Dependency

Simple questions still become analyst requests.

Teams lose time waiting for SQL, exports, or someone else's bandwidth before they can act.

Surface-Level Truth

CRM can look healthy while the business is quietly slipping.

Pipeline snapshots rarely reflect product usage, churn risk, or the full story behind the number.

Untrusted AI

AI answers fast — but context is usually missing.

Without live business grounding, confident outputs can still point teams in the wrong direction.

Built for Momentum

From question to insight —
without the usual delay

Zenzo removes bottlenecks so your team moves faster with data.

Repeated questions return instantly

Returned from cache

tokens used

0.3s

response time

100%

accuracy

Zero wait time

Watch answers build in real time

SELECT revenue FROM billing

Streaming results

Jan 2024

₹12.4L

Feb 2024

₹14.1L

Mar 2024

₹16.8L

Feels instant

Only the right data gets queried

/ 42

tables accessed for this query

billing_events

Used

subscriptions

Used

accounts

Used

Filtered schema applied

Optimized by design

Turn answers into dashboards instantly

Answer

MRR grew +22% MoM — ₹16.8L in March vs ₹13.8L in February.

KPI added to Revenue Dashboard

Insight → action

Features

Everything your team needs to
go from question to answer.

AI Query, Agent Studio, and 300+ integrations — working together so every team gets the answers they need, instantly.

AI Query

Your whole team becomes data-literate — without a single SQL lesson

Ask anything in plain English — across Salesforce, your database, Google Sheets, or all of them at once. Zenzo understands business context ("last quarter," "churned accounts," "at-risk pipeline") and returns a verified, sourced answer in seconds. No analyst bottleneck. No ticket queue. No waiting.

Plain English queries — no SQL, no schema knowledge needed
Cross-source in one ask — Salesforce + Sheets + DB simultaneously
Answers in seconds — not hours, not days, not tickets
Every answer sourced, verified, and audit-logged

Explore AI Query

app.zenzolabs.com · AI Query

"Why did Enterprise churn spike in Q3? Break it down by plan tier and root cause."

My plan — review before I query your data

Query Stripe for cancelled subscriptions in Jul–Sep, filter by Enterprise plan tier

Cross-reference Salesforce for CSM health scores & open P1 cases on churned accounts

Check product_db login_events for feature usage drop before cancellation

Verified answer

Enterprise churn increased +1.8pp in Q3. Primary driver: 18 accounts with unresolved P1 tickets >14 days — $2.3M ARR.

Stripe

Salesforce

PostgreSQL

3 sources · High confidence

Agent Studio

Get a personal AI analyst trained on your business logic — and your data

Feed in your business rules, connect the data sources you want the agent to understand, and that's it. You get a personally trained AI agent with deep domain knowledge — product, sales, growth, finance — delivering relevant insights without the effort of building or maintaining models.

Trained on your metrics, definitions, and business rules
Scheduled delivery — reports waiting in Slack every morning
Threshold alerts — notified the moment a KPI crosses a limit
Role-specific — Revenue Agent, Finance Agent, Product Agent

Explore Agent Studio

Agent Studio

Revenue Agent · Active

Live

Business context

MRR = recurring revenue only

Churn = 3 of 4 signals

Exclude: trial & internal

Connected sources

Salesforce

Stripe

PostgreSQL

Add source

Agent output · last run 4m ago

Revenue pulse Mon 8:00 AM

₹42.8L

MRR

↑ 12%

At-risk accts

↑ 3 new

$2.1M

ARR at risk

needs action

ARR at risk crossed $500K threshold — alert sent to Slack #revenue

Integrations

Works with every tool your business teams already use — 300+ and counting

No ETL pipeline. No data warehouse required to start. Connect your CRM, billing system, databases, spreadsheets, and SaaS tools in minutes — read-only, PII-masked, and queryable together in a single question. Your stack is the source of truth. Zenzo just makes it answerable.

CRM & Sales

Support & ITSM

Billing & Finance

Databases & Warehouses

Marketing Analytics

HR & People

Files & Spreadsheets

Custom APIs

View all 300+ integrations

Salesforce

Live

HubSpot

Live

Google Sheets

Live

BigQuery

Live

PostgreSQL

Live

Stripe

Live

Notion

Live

Jira

Live

Slack

Live

Snowflake

Live

Zendesk

Live

289+

more integrations

Core Differentiator

The only AI analyst that shows its thinking
before touching your data

Before Zenzo AI runs a single query, it shows you exactly what it understood, which sources it will check, and what logic it will apply. Your team reviews it. Your team confirms it. Then — and only then — it runs.

You ask in plain English

"Why did Enterprise churn spike in Q3?" — typed by your VP Revenue, not a data analyst. No SQL. No schema. No prior setup.

Zenzo AI shows its plan

"I'll query Stripe (subscriptions), Salesforce (account health), and your product DB (login events). Defining churn as: cancelled subscriptions ÷ active at month start. Excluding test accounts."

Your team confirms

"Looks right. Run it." One click. The plan is logged to your immutable audit trail before execution begins.

Verified answer, with source attribution

A sourced answer, a chart, a confidence score, and the full reasoning chain — downloadable, shareable, board-ready.

"For the first time, our CFO stopped questioning the numbers in our weekly business review. The reasoning chain gave her the confidence to act on them — and gave our data team their mornings back."

— Director of Revenue Operations, Series C B2B SaaS

⚡ My plan — review before I query your data Ready

Understood as

"Analyse why Enterprise churn increased in Q3, broken down by product category, account tier, and root cause."

Sources I will query

Stripe → subscriptions, cancellation events
Salesforce → account health, CSM notes
PostgreSQL → login_events, feature_usage

My approach

• Churn = cancelled / active at period start
• Segment by plan tier (Enterprise / Growth)
• Cross-check with feature adoption drop
• Surface top 3 root causes by ARR impact

Assumptions

Using IST timezone • Excluding trial accounts • Q3 = Jul 1 – Sep 30

Looks right? Confirm to execute.

Verified answer

Enterprise churn increased 1.8pp in Q3. Primary driver: 18 accounts with unresolved P1 tickets >14 days — $2.3M ARR. Secondary: price objection at renewal for Growth-to-Enterprise upgrades.

3 sources

High confidence

Synced 6 min ago

Audit logged

Use Cases

Every team. Every question.
One platform.

Zenzo AI gives every department an AI analyst scoped to their data — so they get answers without waiting, without SQL, without involving your data team.

Revenue & Sales

"Which Enterprise accounts are showing churn signals this quarter?"

Salesforce CRM Stripe Billing Product DB

14 Enterprise accounts match all 3 churn signals — declining login frequency, dropped feature usage, and a missed invoice. Combined ARR at risk: $2.1M this quarter.

Customer Support

"Why did P1 ticket volume increase 34% this week?"

Zendesk / Freshdesk ITSM Platform Error Logs DB

218 tickets trace to a Tuesday API deploy affecting 3 Enterprise accounts. One root cause, one engineering fix — not 218 separate incidents.

Product

"Which features drive the fastest trial-to-paid conversion?"

Product Database CRM Billing API

Teams activating the API connector before day 3 convert at 3.8× the baseline. Non-activators rarely convert after day 7. The AHA moment is earlier than assumed.

Finance & HR

"Which departments have the highest attrition risk next quarter?"

HRIS / Payroll DB Engagement Surveys Performance DB

Engineering and Customer Success trending 2.4× above baseline — correlated with compensation gap and average tenure under 14 months. Three departments, one root cause.

The question no single tool can answer

"Which Enterprise accounts have open P1 support tickets, renewal deals closing this month, AND logged in fewer than 3 times this week?"

That requires your support platform, your CRM, your billing system, and your product database — simultaneously. Zenzo AI answers it in 60 seconds. Most teams take 3 days. Some never get an answer.

Integrations

Works with every tool
and database you already use

Connect any database, SaaS application, data warehouse, spreadsheet, or custom API. Zenzo AI queries them all — read-only, simultaneously, PII masked before the AI sees anything.

CRM & Sales

Salesforce, HubSpot, Freshworks CRM, Pipedrive, Zoho CRM

Support & ITSM

Freshdesk, Zendesk, Freshservice, ServiceNow, Jira SM, Intercom

Billing & Finance

Stripe, Chargebee, Razorpay, Recurly, Paddle, QuickBooks

Databases

PostgreSQL, MySQL, BigQuery, Snowflake, Redshift, MongoDB, Supabase

Marketing

HubSpot Marketing, Marketo, Mailchimp, Google Analytics 4, Mixpanel

HR & People

Darwinbox, BambooHR, Workday, Keka, Personio, GreytHR

Files & Docs

Google Sheets, Excel, Airtable, Notion DBs, CSV & JSON uploads

Warehouses

Snowflake, BigQuery, Databricks, dbt, Redshift, ClickHouse

40+

native connectors

Connected in under 15 minutes. No SQL. No engineering required. No implementation consultant.

Request an integration

How It Works

From first connection to
first verified answer: 28 minutes

Connect your data

Link your databases, SaaS tools, spreadsheets, and APIs using Zenzo AI's pre-built connectors — through a web interface, no code required. Everything is read-only. PII fields are identified and masked automatically before any AI model processes them.

Your teams ask in plain English

Anyone in your company types their question — no SQL, no schema knowledge, no data dictionary required. Zenzo AI understands business context: "last quarter," "churned accounts," "at-risk pipeline," "highest attrition department."

Review the reasoning. Confirm. Get your answer.

Before executing, Zenzo AI shows your team its plan — sources it will query, assumptions it's making, logic it will apply. Your team confirms. Then a sourced answer, a chart, and a full audit trail are returned. Every time.

minutes average: first connection to first verified cross-database answer. Compare that to the 6–18 month implementation timeline of a traditional BI platform.

Data Sources — Zenzo AI

Connected sources (6)

Salesforce CRM

● Live

PostgreSQL — product_db

● Live

Stripe Billing

⚠ Token refresh

Zendesk Support

● Live

Snowflake Warehouse

● Live

Google Sheets — KPIs

● Live

PII protection active 6 masking rules applied • customer_email, phone, card_* masked before AI

+ Add data source 40+ connectors

Customer Stories

Teams that stopped waiting
and started knowing

Series C B2B SaaS · 600 employees · 8 data sources

Pain: 3–4 day wait for any cross-system report

Pipeline risk detection went from a 4-day report cycle to a 40-second verified answer. $3.2M in at-risk accounts identified in the first week.

"Zenzo AI didn't replace our data team — it freed them. Every VP now has the answers they used to wait days for. We make decisions in meetings that used to take a week to prepare for."

— Director of Revenue Operations

120-person SaaS · No dedicated analyst · 4 databases

Pain: Cross-database questions required engineering involvement

First verified cross-system answer in 22 minutes. Engineering involvement in analytics queries dropped to zero within 30 days of deployment.

"We had 4 databases and 6 SaaS tools and no way to connect them without building something custom. Zenzo AI gave our entire leadership team self-serve analytics on day one."

— Head of Product

$2.1M+

Pipeline risk identified in first week by one revenue team

40s

Average time for a cross-database business question

28m

Average from first connection to first verified answer

0 SQL

Written by non-technical teams using Zenzo AI daily

Enterprise Security

Enterprise-grade security,
built into every query

Designed with enterprise security requirements as a first principle — not added on after the product shipped.

Read-only by architecture

Zenzo AI cannot write to, modify, or delete your data. This is an architectural constraint — not a policy statement.

PII masked before AI

Personally identifiable information is identified and pseudonymised before any data reaches an AI model. Your customers' data never appears in a prompt.

Your data never trains models

Your data is never used to improve Zenzo AI or any third-party AI model. What you query stays yours — permanently.

Immutable audit trail

Every query — who asked, which sources were touched, what PII was accessed, whether reasoning was confirmed — is logged and tamper-evident.

Deployment options

Cloud hosted

Fastest setup. Zenzo AI managed infrastructure. Data residency by region.

Private cloud

Deployed in your AWS, GCP, or Azure account. Full isolation.

Self-hosted with Ollama

Zero data leaves your servers — ever. Full air-gap option available. Enterprise plans.

Data residency

India (Mumbai)

EU (Frankfurt)

APAC (Singapore)

US (Virginia)

Enterprise

Purpose-built for enterprise
security and scale

Unlimited queries. Your data residency. Your infrastructure. Your legal terms. For organizations where data governance, auditability, and security aren't optional.

SSO / SAML 2.0

SCIM user provisioning

Team-scoped data access

Row-level security

Data residency by region

Self-hosted (Ollama)

GDPR / DPDP DPA available

Sub-processor list published

Immutable audit log export

Custom API connectors

Embedded analytics widget

Dedicated CSM

Priority SLA (4hr response)

Unlimited queries & sources

We demo Zenzo AI with your actual data sources and use cases — not a generic product walkthrough.

"Our CISO signed off in two weeks — the fastest we've ever cleared a new data vendor. The self-host option and the published sub-processor list were the two things that moved us through security review. Most vendors don't have either."

— VP Engineering, Enterprise SaaS

How Zenzo AI compares

Capability

Zenzo AI

Others

Connect any database + SaaS tool

All sources

Varies

Reasoning chain before query runs

Always

Not available

PII auto-masked before AI

Always on

Manual config

Self-hosted deployment

Ollama support

Cloud only

Immutable audit log per query

Tamper-evident

Basic logging

ROI Calculator

What is data friction
actually costing your business?

Calculate your team's ROI from Zenzo AI based on your actual headcount, costs, and current analytics setup. Numbers are benchmarked against McKinsey, Gartner, and customer data.

Your team details

Employees who need data answers weekly e.g. managers, leads, VPs

Average hourly cost per employee salary + benefits loaded

Hours/week each person spends waiting for data Avg: 3–5 hrs — McKinsey 2023

Ad-hoc data requests to analyst/data team per week

Monthly cost of current BI/analytics tools Tableau, Looker, PowerBI etc.

Your Zenzo AI plan

How these numbers are calculated: Based on McKinsey's finding that knowledge workers spend 1.8 hrs/day searching for information (2023); Gartner's benchmark that AI analytics reduces ad-hoc request volume by 40–60%; and Zenzo AI customer data showing 80% reduction in time-to-insight. Annual savings = (hours saved × hourly rate × 52 weeks × employees) + analyst time freed.

Your ROI estimate

Annual cost of data friction (without Zenzo)

$286,000

Time wasted + analyst overhead + BI tools

Without Zenzo

$286K

With Zenzo

$63K

Annual savings with Zenzo AI

$223,000

Recovered productivity + freed analyst time

Net ROI (savings ÷ Zenzo cost)

622%

Payback period: under 3 weeks

Time saved per employee per year

166 hours

That's 4+ working weeks per person

Estimates based on industry benchmarks. Actual results vary by team size, current stack, and use case. McKinsey, Gartner, and Zenzo AI customer data.

Pricing

Pricing that matches how
your team actually uses data

Billed by queries used, not by seats. Every person at your company can ask questions — you only pay for what gets answered.

Starter

Free

Forever free

Up to 1,000 queries/month. For teams getting started with AI analytics.

2 data source connections

AI Query with reasoning chain

3 dashboards

5 user seats

Community support

Questions we get asked
before the demo

Enterprise & security

How does Zenzo AI handle GDPR and data privacy?

Zenzo AI masks PII before any data reaches an AI model, maintains a tamper-evident audit log of every query, and never uses your data for model training. Data Processing Agreements are available on all paid plans. EU customers can select EU data residency and receive a GDPR-compliant DPA.

Can we self-host Zenzo AI within our own infrastructure?

Yes. Zenzo AI supports fully self-hosted deployment using Ollama-compatible models. In this mode, no data leaves your servers at any point — not even to Zenzo AI's infrastructure. Available on Enterprise plans.

How is access controlled across teams and data sources?

Each user is assigned a data scope — the specific databases and applications they're authorized to query. A support lead can query Zendesk without seeing Salesforce pipeline data. Product-scoped access is managed by admins and logged in the audit trail.

How is Zenzo AI different from ChatGPT or general AI tools?

ChatGPT generates plausible-sounding answers from general knowledge. Zenzo AI queries your actual, live data — and shows you the exact logic and assumptions behind every answer. It never invents a number. The reasoning chain means you'd know immediately if something was wrong.

Setup & usability

How long does it take to connect our data sources?

Most teams connect their first data source in under 10 minutes using Zenzo AI's pre-built connectors. Average time from first connection to first verified answer: 28 minutes.

Do we need to involve our engineering team to get started?

No. All connectors are configured through a web interface with no code required. For custom databases or internal APIs, we provide a guided wizard and a 30-minute onboarding call.

We only have one database right now — is Zenzo AI still useful?

Yes. Zenzo AI delivers value from a single data source — replacing the need for SQL knowledge and analyst involvement for every business question your team has. Multi-source connections expand the value as you grow.

What happens to our data if we cancel?

Your data is never stored by Zenzo AI. We query your sources in real-time and cache nothing. On cancellation, all connection credentials are revoked and deleted within 24 hours.

Turn business data into
trusted, decision-ready answers.

Your business has answers.
Your team just can't reach them.

Simple questions still become analyst requests.

CRM can look healthy while the business is quietly slipping.

AI answers fast — but context is usually missing.

Your tools on the left. Your answers on the right.

AI that explains itself before
it touches your data

From question to insight —
without the usual delay

Everything your team needs to
go from question to answer.

The only AI analyst that shows its thinking
before touching your data

Every team. Every question.
One platform.

Works with every tool
and database you already use

From first connection to
first verified answer: 28 minutes

Teams that stopped waiting
and started knowing

Enterprise-grade security,
built into every query

Purpose-built for enterprise
security and scale

What is data friction
actually costing your business?

Pricing that matches how
your team actually uses data

Questions we get asked
before the demo

Every data question your business has.
Answered in 60 seconds.

Turn business data intotrusted, decision-ready answers.

Your business has answers.Your team just can't reach them.

Simple questions still become analyst requests.

CRM can look healthy while the business is quietly slipping.

AI answers fast — but context is usually missing.

Your tools on the left. Your answers on the right.

AI that explains itself beforeit touches your data

From question to insight —without the usual delay

Everything your team needs togo from question to answer.

The only AI analyst that shows its thinkingbefore touching your data

Every team. Every question.One platform.

Works with every tooland database you already use

From first connection tofirst verified answer: 28 minutes

Teams that stopped waitingand started knowing

Enterprise-grade security,built into every query

Purpose-built for enterprisesecurity and scale

What is data frictionactually costing your business?

Pricing that matches howyour team actually uses data

Questions we get askedbefore the demo

Every data question your business has.Answered in 60 seconds.

Turn business data into
trusted, decision-ready answers.

Your business has answers.
Your team just can't reach them.

AI that explains itself before
it touches your data

From question to insight —
without the usual delay

Everything your team needs to
go from question to answer.

The only AI analyst that shows its thinking
before touching your data

Every team. Every question.
One platform.

Works with every tool
and database you already use

From first connection to
first verified answer: 28 minutes

Teams that stopped waiting
and started knowing

Enterprise-grade security,
built into every query

Purpose-built for enterprise
security and scale

What is data friction
actually costing your business?

Pricing that matches how
your team actually uses data

Questions we get asked
before the demo

Every data question your business has.
Answered in 60 seconds.