Jev classifies tax documents at $0.001 per page

Nakshatra Saxena @nedwizeOriginally posted 2026.09.18

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Built a tax document classifier with Jev. We ingest thousands of tax documents using an LLM pipeline I built last tax season. I read multiple articles as late as April this year claiming AI fails at tax document classification. Wasn't the case back then, and it's proved wrong again now. Jev classifies 100% of our tax document corpus at $0.001 per page. 34x cheaper and 6x faster than the LLM setup. Open sourcing it: http://github.com/kyotofin/tax-doc-classifier