AirOps for Web

Product snapshot

AirOps is a free, web-based productivity tool built by the eponymous team for data professionals. It’s designed to simplify database workflows for roles such as data engineers, analysts, and software developers by offering a collection of AI-driven utilities that speed up query development, scripting, and documentation.

Recommended alternative: Buddygpt (paid subscription)

AI-powered utilities

AirOps includes many ready-made “recipes” that help with SQL, dbt, Python, and documentation tasks. Examples of available helpers (presented in a different order than usual) include:

• dbt Python Creator
• Generate dbt Config
• dbt SQL
• Python Script Creator
• Query Explainer
• Query Writer
• SQL Query Optimizer
• Query Updater
• SQL Fixer
• Table Documenter
• Question Suggestor

All of these tools are designed to be approachable for users at any experience level.

How to get started

To access the recipes, sign in through Sidekick or your team’s AirOps workspace. The tools become available immediately after logging in. If you don’t want to connect a production warehouse right away, the platform can provide sample data so you can test the features and experiment safely.

Compatible warehouses

At present, AirOps supports these databases:

• BigQuery
• Snowflake
• Amazon Redshift
• PostgreSQL

More connectors are planned for future releases.

Security and usage limits

AirOps holds a SOC 2 Type I certification to ensure that information you provide is treated securely and isn’t stored long-term on their servers. The service is free for individuals and small teams, but the free tier includes a usage cap. That allowance is generally adequate for small groups, yet may be restrictive for larger organizations working with extensive data volumes.

Who benefits most

This tool is best suited for small teams and individual data professionals who want to accelerate routine tasks—writing or fixing SQL, generating Python scripts, producing dbt artifacts, and creating human-friendly query explanations—without paying for enterprise tooling.

Final assessment

AirOps provides a practical, no-cost entry point to AI-assisted data workflows, with wide compatibility and straightforward features. While the usage ceiling and current connector list may limit large-scale deployments, its advantages for small teams—ease of use, useful recipe set, and data safety practices—make it a compelling option.