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Tax Document Classifier

Nakshatra Saxena built a tax document classifier with Jev that classifies 100% of the tax document corpus.

View on X cost$0.001 per pagetime6x faster
Nakshatra Saxena@nedwize𝕏
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.
Sep 18, 2026X postsView on X
The system ingests thousands of tax documents. Saxena compared it with an LLM pipeline built the previous tax season, reporting that Jev was 34x cheaper and 6x faster.

Also filed under Triage & routing