AI-native analytics infrastructure

Customers ask for dashboards. Your roadmap pays the price.

Stop spending months building analytics infrastructure. QueryPanel turns natural language into tenant-safe SQL, charts, and embedded dashboards so PMs and founders can ship customer analytics fast.

The problem

Every SaaS product hits the same wall.

Customers demand analytics. Building dashboards means building an entire data infrastructure — months of engineering for something that isn't your core product.

Building it yourself

1
Database
2
Custom API layer
3
Auth + permissions
4
Query engine
5
Chart library
6
Dashboard builder
7
Customer UI
8
Ongoing maintenance

≈ 6 months of engineering. None of it is your product.

With QueryPanel

npm install @querypanel/node-sdk
Connect your database
AI-powered dashboards embedded in your product

Ship analytics in days. Focus on your product.

How it works

Turn data into dashboards with AI.

Question → AI → SQL → Chart → Dashboard. In seconds.

💬
01
User asks
🧠
02
AI reads schema
03
SQL generated
📊
04
Chart created
05
Dashboard live

Natural language

Customers ask questions in plain English. No SQL required.

> “What was our revenue by country last quarter?”

AI reads context

Understands your database schema, tenant structure, and data relationships instantly.

SQL generated

Parameterized, tenant-scoped, validated SQL — ready to execute.

Charts & dashboards rendered

Auto-generated and embedded natively in your app.

The product

Two ways to ship analytics

Embed SQL generation in your backend with the SDK, or drop in a full dashboard workspace.

terminal

Headless SDK

Generate SQL and charts from your backend. Render with your UI or ours. Complete control.

$npm install @querypanel/node-sdk
const qp = new QueryPanelSdkAPI(...);
const result = await qp.ask("Revenue?");
// result.sql, result.chart, result.data

Dashboard Builder

Drop-in React components giving customers a full analytics workspace: dashboards, filters, saved views, and chart exploration.

Drop-in ReactWhite-label ready
Alternatives

QueryPanel vs embedded analytics alternatives

Compare QueryPanel with Sisense, ThoughtSpot, GoodData, Qrvey, and Embeddable to choose the best fit for customer-facing SaaS analytics.

View full comparison
Developer trust

Built for your infrastructure.

Your data stays in your infrastructure. We generate the SQL, you execute it in your environment.

  • Data never leaves your infrastructure
  • SQL executed in your environment
  • Schema metadata only
  • Multi-tenant isolation by default

Works with your data stack

Connect to your existing databases. No migrations, no data copies.

PostgreSQL
ClickHouse
BigQuery
MySQL
SnowflakeSoon
Live demo

See it in action

Watch how QueryPanel turns a natural language question into a production-ready dashboard in under 3 minutes.

AI analytics infrastructure for SaaS products

Analytics infrastructure is complex. QueryPanel provides AI-powered dashboards out of the box. Our pricing scales simply with your tenant usage, so you only pay as your customer base grows.

Free

$0/mo

Experimentation

Core Usage
Tenants3
AI Charts50 / mo
Platform Limits
Dashboards1
Data Sources1
Workspaces1
Editors1
Viewers0

Starter

$49/mo

Small teams shipping first analytics features.

Core Usage
Tenants10
AI Charts200 / mo
Platform Limits
Dashboards5
Data Sources2
Workspaces2
Editors3
Viewers5

Growth

$249/mo

Early SaaS delivering analytics to real customers.

Core Usage
Tenants100
AI Charts1,000 / mo
Platform Limits
Dashboards50
Data Sources5
Workspaces5
Editors10
Viewers25
Scale

Scale

$999/mo

SaaS platforms where analytics is a core product feature.

Core Usage
Tenants1,000
AI Charts5,000 / mo
Platform Limits
DashboardsUnlimited
Data SourcesUnlimited
WorkspacesUnlimited
EditorsUnlimited
ViewersUnlimited

Enterprise

Custom

Unlimited scale and dedicated infrastructure.

Core Usage
TenantsUnlimited
AI ChartsCustom
Platform Limits
DashboardsUnlimited
Data SourcesUnlimited
WorkspacesUnlimited
EditorsUnlimited
ViewersUnlimited

How Pricing Works

Platform Plans: Choose a base plan that fits your scale. Each plan includes a set number of tenants, AI chart credits, and platform features.

Included AI Credits: Every plan comes with a monthly allowance of AI chart generations.

Optional Overage: If you exceed your AI chart limits, you can easily purchase additional usage credits without needing to upgrade your entire platform plan immediately.

Build vs. Buy

Building Internally

  • • Months of engineering
  • • Ongoing maintenance
  • • AI infrastructure complexity
  • • Multi-tenant challenges

Using QueryPanel

  • • Deploy analytics in hours
  • • Built-in tenant isolation
  • • AI chart generation
  • • Scalable infrastructure

The Power of Tenant Dashboard Forking

QueryPanel allows you to create one dashboard template and automatically generate tenant-specific versions. Each tenant can customize their dashboards without affecting others.

Base Dashboard
Tenant A Version
Tenant B Version
Tenant C Version
No engineering work No dashboard duplication Automatic isolation

Compare Plans

FeaturesFreeStarterGrowthScaleEnterprise
AI Chart Generation
Embedded Dashboards
Dashboard Forks
White-label Analytics
RBAC Permissions
Audit Logs
SSO / SAML
Dedicated Infrastructure
SLA

Frequently Asked Questions

Stop building dashboards.
Start shipping analytics.

Join SaaS teams using QueryPanel to ship customer-facing analytics without building the infrastructure.