Use Cases

Galaxy for Product Managers

Galaxy gives PMs a fast, guided way to answer their own data questions—without waiting for an analyst or digging through old dashboards.

Start querying in Galaxy today
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Painpoints Galaxy Solves for Product Managers

PMs rely on analysts for basic SQL, slowing iteration speed.
BI tools often hide the logic behind metrics.
Dashboards don’t answer follow-up questions or edge cases.

Why Product Managers Love Galaxy

Galaxy’s AI translates natural language into SQL, helping PMs self-serve.
Clean interface and autocomplete help even semi-technical PMs get started.
Collections of trusted queries make it easy to find reliable data.

Galaxy's Key Differentiators for Product Managers

Galaxy's SQL Editor is modern, highly performant, and never crashes

Guided querying with inline context

Galaxy helps PMs answer questions faster by making SQL more approachable—even without years of experience.

Galaxy's AI copilot is context aware, letting you generate, edit, and optimize the correct SQL query

NL-to-SQL AI for quick answers

Use natural language to generate real, editable SQL based on your database schema—no technical team required.

Galaxy's Collections allow for organizations to share and collaborate on their most important SQL queries, visualizations, and more

Team-curated Collections to reduce rework

Tap into trusted query Collections endorsed by data teams so you always use accurate logic and filters.

Built for the way Product Managers work

Unlike dashboards or static tools, Galaxy gives PMs a live interface to explore and question real data—guided by smart AI.

Start Querying with Galaxy Today
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Frequently Asked Questions

How is Galaxy different from dashboards like Mode or Tableau?

Galaxy offers flexible, live SQL editing with trusted logic, while dashboards often restrict what you can explore or change.

Can a non-technical PM actually use Galaxy?

Yes. Galaxy was designed to help semi-technical users query data safely using AI guidance and pre-approved queries.

Is the AI really helpful for writing SQL?

Yes. Galaxy’s AI can generate SQL from plain English, then guide you line by line as you edit or tweak the output.

Can I rely on queries made by the data team?

Yes. Query Collections let your team mark certain queries as trusted, so you always build on the right logic.

Galaxy is free for personal use. AI and team-based workflows are available in premium tiers.

Galaxy is free for individual PMs. For more power, upgrade to access shared Collections and advanced AI tooling.

Check out more Galaxy resources

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Best SQL Editors

Vibe code in SQL using AI that is context-aware for query generation, optimization, and notifications when your data model changes.

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AI Copilot

AI-Copilot

Vibe code in SQL using AI that is context-aware for query generation, optimization, and notifications when your data model changes.

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Galaxy's AI-Copilot
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Common SQL Errors

Find the resolutions to common SQL errors with our set of help resources

Common Errors