Had a great time at the Hurlburt Field Innovation Expo this week! Thanks to everyone who stopped by to chat with us about turning complex documents into clean, structured, agent-ready data. See you at the next one! 🏃

The answer your users needed was in a table on page 6. Your pipeline turned it into a row of stray commas and moved on. That's the quiet failure mode of most retrieval setups. They keep the text and drop everything that isn't. The tables, the charts, the figures buried in a scanned page. Which is usually where the actual number lives. A document was never just text. Bringing the rest of it into retrieval is the difference between a pipeline that demos well and one that holds up when someone asks a real question. Our Advanced RAG guide walks through how to get tables, images, and multimodal content into your pipeline instead of leaving it on the floor. Get the guide: unstructured.io/blog/rag-whi…

A regulatory filing shouldn’t become an all-consuming manual data-entry project. Unstructured takes dense PDFs, scanned filings, earnings statements, and spreadsheets and turn them into structured data your teams can actually use. Revenue. Capital ratios. Provisions. Tables. Dates. Jurisdictions. All extracted with the source and metadata needed for auditability. From there, that data can flow straight into reporting dashboards, compliance systems, or AI applications. What used to take hours of manual review can become usable data in a fraction of the time. 😎 Learn more about how Unstructured supports reporting, compliance, and AI across financial services: unstructured.io/blog/use-cas…

Another day, another event! ✈️ We're at Eglin AFB all day today. Fly by our booth to chat with our team!

T-minus 20 minutes! Catch Brian + Sumeet live: teradata.com/events/autonomo…

All set up and ready for another full day of events! Excited to be at the Hurlburt Field Innovation Expo today. Make sure to swing by our booth to learn how Unstructured transforms complex documents into clean, structured, agent-ready data.

Metadata might not be the buzziest word in AI, but it may be one of the most important. Our CEO @_Brian_Raymond took the stage at @Teradata's Autonomous Intelligence World Tour to break down why the next wave of enterprise agents depends on context that’s not only accessible, but *actually usable*

Tomorrow, our founder & CEO @_Brian_Raymond joins @Teradata CPO, Sumeet Arora, to talk multi-modal context and enterprise AI. Together, they’ll dig into how Teradata + Unstructured help connect unstructured content with enterprise data to build richer, more trusted context for AI. Make sure to tune in tomorrow morning! 🎥 teradata.com/events/autonomo…

🗞️ Ever wonder how your parser knows where to start reading in a newspaper layout? Reading order isn't as obvious as it looks. Columns, pull quotes, captions, a headline spanning three of them. Read it straight across and the text turns into nonsense. Unstructured works out the exact sequence a human would actually follow, then labels and extracts each piece in that logical flow. See it on your own documents: unstructured.io/?modal=try-f…

Fine-tuning Object Detection for documents is harder than it looks. The short version: Object Detection (OD) is the foundation under every document pipeline, and small inconsistencies in bounding boxes cascade into measurable errors in OCR, reading order, and table structure. Getting it right takes consistent annotations, careful control of data distribution, and a lot of debugging that most teams underestimate. 🫠 If you've ever assumed OD is a solved problem, you'll wanna check this out: unstructured.io/blog/why-fin…

We're at #AFANational!! ✈️ If you're attending, keep an eye out for Marshall Leipprandt 👀 He'll be there, ready to chat all things Air and Space Forces. Learn more about how Unstructured helps companies deliver next-generation agentic AI systems using mission-ready data: unstructured.io/government

100M downloads and counting 🥹🥳 Thank you for trusting Unstructured with your messiest files. Here's to many more. 💯

We're heading to WPAFB next week! ✈️ Stop by our booth to hear about how Unstructured transforms and orchestrates complex, multimodal data, powering the next generation of AI mission applications. 📅 Wed, Sep 16 ⏰ 9 AM - 1 PM 📍 Dayton, OH See you there!

"We already use Textract, it works fine, why would we add Unstructured?" It does work fine, until the requirements grow. Then it is scanned PDFs, complex tables, slide decks, multi-cloud, chunking, enrichment, retrieval, and suddenly your document pipeline is an infrastructure project in disguise, owned by people who never signed up to maintain one. The honest math is not the per-page rate. It is the engineering months you spend holding the homegrown version together. We wrote up where DIY quietly gets expensive: unstructured.io/blog/when-op…

Good document parsing starts before the parsing itself. A deeper look at the role object detection plays behind the scenes, and why getting it right matters 👇

Some text is built to be misread. Rotated sideways, stamped as a watermark, set in a font nobody has shipped since 1998, or written in a script your OCR never trained on. Traditional OCR reads it wrong, and that wrong text lives in your index forever. Generative OCR catches those cases and routes them to a vision language model, so the hard-to-read parts come out accurate instead of quietly corrupted. Try it on your own docs: unstructured.io/?modal=try-f…