What is data democratization?

Data democratization is the practice of making organizational data accessible to all team members who need it, regardless of their technical skills. With Query Streams, anyone can run shared queries from Excel or Google Sheets, adjust interactive filters, or use Nova AI to ask questions in plain English -- all without SQL knowledge or direct database access.

Do team members need SQL skills to access database data?

No. Query Streams separates query creation from query consumption. A technical team member or Nova AI creates the query once, adds interactive filters, and shares it. Recipients run the shared query from their Excel or Google Sheets add-in, adjust filters via dropdowns, and get live results without writing or seeing SQL.

How is data democratization with Query Streams different from Tableau or Power BI?

BI tools require per-user licensing, weeks of training, and pre-built data models. Query Streams delivers data directly into Excel and Google Sheets with no new software to learn, flat pricing per plan instead of per-user, and no data models to build.

What are interactive filters and how do they enable self-service analytics?

Interactive filters transform static queries into configurable data tools. Query creators define parameters using explicit variables or Query Streams auto-detects filterable values from SQL conditions. End users see simple dropdowns in their spreadsheet add-in to adjust values and run the query without editing SQL.

Is data democratization secure with Query Streams?

Yes. The Query Streams Agent runs on your infrastructure with outbound-only connections. Database credentials never leave the Agent. You share specific queries with specific users, revoke access anytime, and every execution is logged for audit compliance.

Can I share database data with external partners or clients?

Yes. Share a query with a client or vendor, and they run it from their own Excel or Google Sheets with independent filter selection. They see only the data the query returns -- no SQL code, no credentials, no direct database access.

Which databases does Query Streams support?

Microsoft SQL Server, PostgreSQL, MySQL, MariaDB, SQLite, Microsoft Access, Oracle, Snowflake, BigQuery, and DuckDB. Also supports API connector data from Stripe, HubSpot, Shopify, Google Analytics, Google Search Console, and ShipStation.

What does data democratization cost with Query Streams?

The free tier includes the Agent, database connectors, Excel/Sheets add-ins, query sharing, and interactive filters. Nova AI is available on Business and Enterprise plans with monthly credit allocations. Query execution is always unlimited. Pricing is flat per plan, not per user.

What is Nova AI and how does it help with self-service BI?

Nova AI is Query Streams' built-in AI analytics engine that generates validated, dialect-correct SQL from plain English questions. It reads your actual database schema, supports 9 SQL dialects, produces 6 chart types, and offers conversational follow-up analysis -- enabling any team member to query databases without SQL.

Who should NOT use Query Streams for data democratization?

Query Streams is not ideal for real-time streaming dashboards, pixel-perfect paginated reports like SSRS, complex multi-source data blending visualizations, or organizations with well-adopted enterprise BI deployments. It excels at getting live database data into spreadsheets for non-technical users.

Self-Service Analytics - Query Databases Without SQL Expertise

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Setup

6

Is the Agent Online? What Offline Means and How to Fix It
How to Install the Query Streams Agent on Windows
How to Install the Query Streams Agent on Linux
How to Install the Query Streams Agent on macOS
Query Streams Access Level Permissions: Complete User Role Management Guide
How to Install the Query Streams Google Sheets Addon

Nova AI

8

Nova Concierge Mode: A Personal Data Analyst for Every User
Nova Taught Knowledge: How Verified Learning Works
How Nova AI Learns Your Database Schema Automatically
AI Data Analytics: Query Any Database Without a BI Tool
BI and Data Analytics Without Tableau or Power BI
Text to SQL: How Nova AI Turns Questions Into Database Queries
AI Powered Analytics: Ask Questions, Get SQL + Charts
Natural Language to SQL: How Nova AI Turns Questions Into Database Queries

API to SQL Connector Setup

14

How to Connect iTick to Google Sheets — Live Stocks, Crypto, and Forex Data
How to Connect iTick to Microsoft Excel — Live Stocks, Crypto, and Forex Data
How to Connect Google Analytics to Google Sheets – Query Web Analytics with SQL
How to Connect Google Analytics to Excel – Query Web Analytics with SQL
How to Connect Google Search Console to Google Sheets – Query SEO Data with SQL
How to Connect Google Search Console to Excel – Query SEO Data with SQL
How to Connect HubSpot to Google Sheets – Query CRM Data with SQL
How to Connect HubSpot to Excel – Query CRM Data with SQL
How to Connect ShipStation to Excel – Query Shipping Data with SQL
How to Connect ShipStation to Google Sheets – Query Shipping Data with SQL
How to Connect Shopify to Google Sheets – Query E-Commerce Data with SQL
How to Connect Shopify to Excel – Query E-Commerce Data with SQL
How to Connect Stripe to Google Sheets – Query Payment Data with SQL
How to Connect Stripe to Excel – Query Payment Data with SQL

Data Connector Setup

26

Set up the PostgreSQL connector
Set Up the Microsoft SQL Server Connector: Server Name, SQL Express, Logins and Cloud
Open a Firewall Port on Windows for SQL Server, PostgreSQL, MySQL or Oracle
Create a read-only database user for the Agent
Where the Agent Can Read Files From: Drive Letters, Shares, Cloud Folders, Mac and Linux
Set Up the Microsoft Access Connector: Database Engine and File Path
How to Connect BigQuery to Google Sheets – Stream Live Data Warehouse Analytics
How to Connect Oracle to Google Sheets – Stream Live Enterprise Database Data
How to Connect Oracle to Excel – Stream Live Enterprise Database Data
How to Connect BigQuery to Excel – Stream Live Data Warehouse Analytics
How to Connect DuckDB to Google Sheets – Stream Live Analytics Database Data
How to Connect DuckDB to Excel – Stream Live Analytics Database Data
How to Connect Snowflake to Excel – Stream Live Data Warehouse Analytics
How to Connect Snowflake to Google Sheets – Stream Live Data Warehouse Analytics
How to Connect Microsoft Access to Excel – Stream Live Database Data
How to Connect Microsoft Access to Google Sheets – Stream Live Database Data
How to Connect MariaDB to Google Sheets – Stream Live Database Data
How to Connect MariaDB to Excel – Stream Live Database Data
How to Connect MySQL to Google Sheets – Stream Live Database Data
How to Connect MySQL to Excel – Stream Live Database Data
How to Connect SQLite to Google Sheets – Stream Live Lightweight Database Data
How to Connect SQLite to Excel – Stream Live Lightweight Database Data
How to Connect PostgreSQL to Google Sheets – Stream Live Database Data
How to Connect PostgreSQL to Excel – Stream Live Database Data
How to Connect Microsoft SQL Server to Google Sheets – Stream Live Database Data
How to Connect Microsoft SQL Server to Excel – Stream Live Database Data

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Airtable Reporting: Sync Live Database Results to Airtable
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Database vs Spreadsheet: When to Use Each and How to Connect Them
How to Run SQL Queries in Excel
SQL Reporting: Build Live Database Reports Without a BI Tool
Google Sheets Database 2026: Connect Any SQL Database to Sheets
Data Analytics to Increase Sales: Live CRM and Database Reporting in Sheets and Excel
Database Automation for IT Teams and DBAs: Secure Self-Service Data Access
BI Tools for Small Business: Analytics in Excel and Sheets Without Expensive Software
Financial Data Analytics: Live Database Queries in Excel and Google Sheets
SQL for Data Analysts: Live Database Queries in Excel and Google Sheets
Coefficient for Google Sheets: A Smarter Alternative for Database Users
ODBC Driver for Excel: Why You Don’t Need One Anymore
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