Stop cowboying your SQL queries in production.

production SQL queries.

say

goodbye

to

ugly

tools

Manual queries in production are risky. One forgotten WHERE statement can lead to costly incidents.

Queryray is a Slack-based review workflow with instant AI feedback, ensuring a clear chain of responsibility and a robust audit log—so you can spot errors before they become disasters.

Built for developers, data engineers and CTOs.

How does it work?

1. Post Your Query to a Slack Channel

Keep your workflow right where you already communicate. Submit SQL queries in a dedicated Slack channel, request feedback, and ensure everyone’s aligned before anything hits production.

2. Get AI-Assisted Code Review

Harness the power of AI to automatically review your queries for potential errors and best practices. With real-time feedback, you’ll reduce the risk of accidental data loss, schema mismatches, or missed WHERE clauses.

3. Approve or Request Changes

Your teammates can jump in to approve queries or request modifications—just like a regular code review. With everything logged in Slack, your entire team stays informed, making collaboration fast and transparent.

4. Execute with Confidence

Once approved, you can run queries safely.

You have two options:

1. Local Execution – allows you to run the query from your own machine as usual and simply mark it as executed.

2. Secure Remote Execution (Optional) – If you wish to never store production write credentials on anyone's laptop, you can deploy a small open-source secure agent in your infrastructure so queries can be run remotely right from Slack, keeping your security tight while maintaining flexibility.

QueryRay never sees or stores your passwords and every action is automatically recorded for a bulletproof audit trail.

Main benefits

Zero Credential Exposure

No need to store and share database write-access across the entire team. Keep your security posture strong while still allowing authorized users to do their work.

Collaborate with Your Team

Your team already does code reviews. Now apply the same process to SQL queries. Four eyes are better than two.

Full Audit Logs for Compliance

Every query and approval step is documented. Quickly see who approved what and when, keeping both your team and stakeholders in the loop.

No Infrastructure Required

Simply add Queryray to your Slack workspace to get started. If you want to use our Secure Remote Execution feature, just deploy one extra Docker container. No complex setup needed.

Ready to secure your SQL workflow?

Empower your team to update production data safely. Without sacrificing speed or confidence. Queryray ensures your data stays protected and your developers stay productive.

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