Share Live Data, Not Credentials

Secure Data Sharing

Share Live SQL Data Without Exposing Credentials

Stream real-time database queries to partners through Excel and Google Sheets — Zero VPN, Zero Credentials, Zero Risk

Zero-Trust Security

On-Demand Live Data

Interactive Filters

No SQL Exposure

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Supports

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Live Data

Replace exports with on-demand SQL

Excel Sheets

BI & AI Analytics

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Database REST API

One key per partner. No credentials shared.

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Automation

Scheduled sync to 6+ platforms

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API to SQL

Query APIs with SQL, no code

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AI Database MCP

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Query Streams is a secure, real-time database integration platform that enables you to share live SQL data with anyone, anywhere, without exposing your database credentials or network. Learn more at QueryStreams.com and sign up for free to start sharing query data with external partners in minutes.

In today’s data-driven world, collaboration often means sharing critical business information with external partners, clients, or consultants. But how do you provide them with the live data they need without handing over the keys to your kingdom? Giving direct database access is a security nightmare, while manually exporting and emailing CSV files is inefficient and quickly becomes outdated.

Why Excel Power Query and Google Apps Script Fall Short

Many organizations initially turn to familiar tools like Excel Power Query or Google Apps Script for sharing query data with external teams, but these approaches create significant security and usability challenges:

Excel Power Query Limitations

• Credential Exposure: Excel workbooks often contain embedded connection strings or require partners to have direct database access
• Network Requirements: Partners typically need VPN access or must be on your network
• Technical Complexity: External partners must understand Power Query setup, refresh procedures, and troubleshooting
• Version Control Issues: Distributing Excel workbooks leads to version sprawl and outdated queries

Google Apps Script Challenges

• Hard-Coded Credentials: Google Apps Script JDBC requires database passwords embedded directly in JavaScript code
• 6-Minute Execution Limits: Apps Script timeouts prevent reliable access to larger datasets
• IP Address Management: Partners must be added to database firewall rules manually
• No User-Friendly Interface: Partners need JavaScript knowledge to modify queries or filters

The Query Streams Solution: Secure, Live SQL Data Sharing

Query Streams eliminates these limitations with a purpose-built platform for secure external data sharing:

• Zero Credential Exposure: Partners never see database passwords, connection strings, or SQL code
• No Network Configuration: Outbound-only connections work globally without VPNs or firewall changes
• Interactive Filters Without Coding: Query Streams auto-detects SQL filters and creates user-friendly controls
• Unified Excel and Google Sheets Support: Partners choose their preferred spreadsheet tool

Real-World Example: Logistics Partner Data Sharing

Imagine “Global Retail Inc.” needs to provide its third-party logistics partner, “Swift Logistics,” with real-time access to inventory levels. Traditional methods create security risks and operational bottlenecks.

The Traditional Approach (Problematic)

• VPN Access: Complex to manage, gives broad network entry, increases security risk
• Direct Database Credentials: Major security flaw if compromised
• Manual Exports: Time-consuming, error-prone, data is never truly live
• Scheduled Refreshes: Still not live, involves large uncompressed transfers

The Query Streams Workflow

Step 1: Write Standard SQL

SELECT 
    product_id,
    product_name,
    warehouse_location,
    quantity_on_hand,
    last_updated_at
FROM inventory
WHERE warehouse_location IN ('WH-North', 'WH-South', 'WH-West')
  AND last_updated_at >= '2024-01-01'
ORDER BY product_name;

Step 2: Auto-Detect Filters

Query Streams automatically detects warehouse_location and last_updated_at as potential interactive filters.

Step 3: Enable Dynamic Filters

In the Properties tab, flip the ‘Config’ switch to convert static values into user-friendly dropdowns and date pickers—no SQL editing required.

Step 4: Share Securely

Enter the partner’s email in the ‘Shared With’ tab. No credentials, IP addresses, or connection strings exchanged.

Query Streams vs Traditional Solutions

Supported Databases

Query Streams supports secure data sharing across all major database platforms:

Enterprise Scale: Multiple Agents, Unified Experience

For larger organizations, Query Streams supports deploying multiple agents across your entire infrastructure (based on your subscription tier). Agents can run simultaneously in:

• On-premise data centers connecting to SQL Server
• AWS EC2 instances connecting to RDS databases
• Azure VMs connecting to Azure SQL
• Regional offices connecting to local MySQL databases
• Google Cloud instances connecting to Cloud SQL

All data sources appear as a unified dropdown list in the query builder. Users don’t need to know where databases are located—they just select the data source they need.

Real-World Applications

• Manufacturing: Share production schedules with suppliers without exposing your ERP system
• Healthcare: Provide referral partners with patient scheduling data while maintaining HIPAA compliance
• Finance: Grant auditors access to specific financial queries without database credentials
• Education: Allow students to practice SQL queries on real databases without security risks
• E-commerce: Share inventory levels with marketplace partners in real-time

ROI and Time Savings

Consider the typical costs of traditional data sharing methods:

• VPN setup and maintenance: $500-1000 per partner annually
• Manual report generation: 2-3 hours daily of employee time
• Security breach risk: Average cost of $4.45 million per incident
• IT support for connection issues: 5-10 hours monthly per partner

With Query Streams, setup takes minutes, maintenance is virtually zero, and the security model eliminates credential-based breaches entirely. For a company with just 5 external partners, that’s potentially $50,000+ in annual savings.

Frequently Asked Questions