Harmonize non-standardized source data in minutes, not days.
9+ rule types, natural language
Intelligent semantic matching
No cloud required
AI-powered mapping and validation—100% local on your machine. No cloud uploads, no IT tickets, no security compromises.
Try online instantly • Or download for unlimited access
Try Datally instantly in your browser, or download the desktop app for unlimited access
Perfect for quick testing
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See the measurable impact Datally brings to your data operations
Automate what used to take days of manual Excel work into minutes—intelligent AI handles variable source formats automatically
Merge data from unlimited sources with inconsistent formats and schemas into one standardized output—no matter how variable the input
Intelligent mapping, translation, and validation—all automated without coding or complex formulas
Explore how Datally solves your data consolidation challenges
Data from multiple sources arrives in non-standardized formats with different schemas and structures. Manual consolidation takes days, introduces errors, and prevents your team from focusing on analysis and insights.
AI-assisted workflow that maps columns, translates values, and validates data automatically—while keeping you in control. Build once, reuse forever.
Natural language validation, hybrid AI mapping, semantic translation, and complete pipeline metrics—all powered by local AI on your machine.
Try Datally instantly in your browser, or download the desktop app for unlimited access
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✓ Download for unlimited access • 100% local AI
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