Case study demo - transaction categorization engine

Paste a raw bank narration. Get structure back.

This is what our categorization engine does at scale for banks, NBFCs, and fintech apps: messy strings in, clean merchants and financial categories out. This demo runs mock rules in your browser - no real data leaves the page.

Merchant
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Category
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Type
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Channel
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Confidence
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Demo concept for aitera.in - rule-based mock, client-side only. The production engine combines learned embeddings, merchant graph resolution, and per-segment category taxonomies across income, EMIs, utilities, lifestyle, transfers, and investments.