Show HN: AI-Driven Document Processing

[tygra]

Hey HN,

We’re building Tygra to unleash the power of AI for document processing. Tygra parses complex documents and validates them with unparalleled accuracy and speed.

While OCR and even advanced ML approaches work well for simple text documents, they often struggle with more complex and specialized ones.

Today, we’re focusing on use cases in finance, logistics, and insurance.

Check it out: https://tygra.ai/

Looking forward to hearing your thoughts!

[shadowhex]

Interesting. On your website, you mention pre-trained models. What exactly does that mean?

[tygra]

Our pre-trained models are tailored to specific document types, such as bank statements, invoices, bills of lading, etc.

When using pre-trained models, you'll find that the majority of fields are readily available during the document review process, and no initial training is required. You can start extracting data immediately.

[krishnasangeeth]

Hi, Do you know if LLMs outperform pretrained models such as LayoutLMs that were earlier used heavily in this space.

[tygra]

That's the idea! We use a sophisticated combination of vision models and LLMs to accurately parse, extract, and validate data from complex documents. Our mission is to outperform competing document understanding models in terms of accuracy and speed for specific document types, such as bank statements and bills of lading, among others.