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Hanji - Turn your hardest documents into reliable data

We turn scanned, faxed, and handwritten documents into structured data with a pipeline tuned for the accuracy, speed, and cost you need.

Details

External ID
108085
Source
YC
Company
YouLearn
Product
Hanji - Turn your hardest documents into reliable data
Website domain
youlearn.ai
Launched
July 28, 2026
Cohort
Spring 2025
Upvotes
16
Upvotes percentile
0.639344262295082
Tags
AI-Enhanced Learning, Education, AI
Fetched at
Sept. 30, 2026, 5 p.m.
Updated at
Sept. 30, 2026, 5 p.m.

Enrichment

Theme
typography and unicode text tools
Vertical
Horizontal
Function
Data infrastructure
Audience
B2B
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
convert scanned, faxed, and handwritten documents into structured data
Manually corrected
False

Could you build this?

Partial A standard document extraction wrapper around commercial LLMs is easily vibe-coded, but Hanji's core technology was a custom vision-language model trained to decipher degraded, faxed, and handwritten documents.

What it would actually take: Requires fine-tuning custom visual document models (like Donut or Nougat variants) on proprietary corpora of messy, degraded scans, paired with high-throughput asynchronous inference infra (vLLM, Ray, Redis queues). The project demands computer vision/ML engineers experienced in synthetic data generation and OCR pipeline optimization.

Competitors

Other products that read as similar to this one — 7 launches clear the similarity bar.

Attention rank: #3 of 8 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Looks like the first mover among its competitors.

Other launches for this product

Same idea, different domain

Nobody's really built a data infrastructure tool for Media & entertainment yet.