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MongoDB Atlas ā Scale RAG and agentic workflows with MongoDB Atlas.
Scale RAG and agentic workflows with MongoDB Atlas.
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Hi Product Hunt!
I'm Vincent, the founder of AstralRefine!
What if your data cleaned itself? This is the question we asked. Our answer: AstralRefine.
The Problem: The "Janitor Work" of Data Operations If you work with data, you know the painful reality: ops teams, analysts, and RevOps managers spend 60ā70% of their time just cleaning data before it's useful. Instead of running analysis, building reports, or keeping CRM pipelines healthy, you're stuck fixing date formats, hunting duplicates, and patching nulls every single week, from scratch. It's the janitor work of data operations. It kills momentum, and everyone hates it.
The Solution: Automated data cleaning that understands your data AstralRefine turns those repetitive, manual cleaning tasks into automated workflows ā no code required.
Connect your Google Sheet or database, and our AI looks at your data columns(never your the data), figures out what needs cleaning, and proposes a tailored plan. You review, confirm, and schedule it. That's it. Your data stays clean on autopilot ā and you get alerted the moment something looks wrong.
Why AstralRefine?
Context-aware planning: The AI reads your data's structure and semantics to propose the right cleaning steps, not a generic template. Tailored to your dataset: No one-size-fits-all rules. Every plan is built specifically for your columns, your types, your quality issues. Fast time to value: Go from messy CSV to a scheduled, automated workflow in under 5 minutes.
Visit us at astralrefine.com, and tell us what you think. We're building this in public and your feedback directly shapes what we build next.
Hi Product Hunt!
I'm Vincent, the founder of AstralRefine!
What if your data cleaned itself?
This is the question we asked. Our answer: AstralRefine.
The Problem: The "Janitor Work" of Data Operations
If you work with data, you know the painful reality: ops teams, analysts, and RevOps managers spend 60ā70% of their time just cleaning data before it's useful.
Instead of running analysis, building reports, or keeping CRM pipelines healthy, you're stuck fixing date formats, hunting duplicates, and patching nulls every single week, from scratch.
It's the janitor work of data operations. It kills momentum, and everyone hates it.
The Solution: Automated data cleaning that understands your data
AstralRefine turns those repetitive, manual cleaning tasks into automated workflows ā no code required.
Connect your Google Sheet or database, and our AI looks at your data columns(never your the data), figures out what needs cleaning, and proposes a tailored plan. You review, confirm, and schedule it. That's it. Your data stays clean on autopilot ā and you get alerted the moment something looks wrong.
Why AstralRefine?
Context-aware planning: The AI reads your data's structure and semantics to propose the right cleaning steps, not a generic template.
Tailored to your dataset: No one-size-fits-all rules. Every plan is built specifically for your columns, your types, your quality issues.
Fast time to value: Go from messy CSV to a scheduled, automated workflow in under 5 minutes.
Visit us at astralrefine.com, and tell us what you think. We're building this in public and your feedback directly shapes what we build next.
ā Vincent