#document-ai

AN Andrej Baranovskij

Sparrow Standard Mode: Document Extraction with Ministral 14B

Sparrow now runs its Standard tier on Ministral 3 14B. Fast, local, no cloud dependencies.

Jul 22, 2026 · 1 min read · 0 claps paywalled #sparrow #document-ai

AI

SV Sveta Morag · Google Cloud - Community

I Built an OCR Evaluation Pipeline in a Weekend — So Your Documents Can Pick the Winner

Five methods, three metrics, a few hundred lines of Python. I won’t tell you which one wins. That’s the whole point.

Jul 06, 2026 · 6 min read · 32 claps #ocr #google-cloud-platform #ai

AI

ON One to Many Research

What Is Khmer OCR, and How Has It Progressed for the Khmer Language?

From scanned documents to digital text that can be edited, searched, and used with AI

Jul 01, 2026 · 10 min read · 0 claps #khmer #document-ai #ai

HUM AI

HU Humza Ahmad

Your Synthetic Data Is Too Clean

Why making your synthetic documents look realistic is the wrong goal — and the augmentation taxonomy that decides whether your model…

Jun 05, 2026 · 11 min read · 4 claps #machine-learning #computer-vision #synthetic-data

AI

SA Sagnik Chakraborty · Docsumo

LLMs in Document Processing: Where They Help, Where They Fail, and What the Benchmarks Don’t Tell…

Part of the series: Building document AI that holds in production

Jun 02, 2026 · 9 min read · 0 claps #llms-in-healthcare #llms-in-finance #document-ai

LIF

SA Sagnik Chakraborty · Docsumo

Building an IDP Stack: The Seven Layers and Why the One You’re Focused On Is Probably the Wrong One

Part of the series: Building document AI that holds in production

May 26, 2026 · 5 min read · 0 claps #idp #document-ai #document-processing

MDA

AL AlterSquare

Why Enterprise Document AI Fails at the Extraction Layer, Not the Model Layer

TL;DR: Most document AI failures happen before the model sees a single token. OCR errors, broken table structure, and corrupted reading…

May 21, 2026 · 4 min read · 2 claps #document-ai #table-extraction #metadata-extraction

SPT

DO DoqSeal (Not DocuSeal)

DoqSeal: India’s AI Document Intelligence Layer — Built for Compliance, Not Just Signatures

Why Indian hospitals, schools, NGOs, and regulated businesses need more than eSignature tools

May 11, 2026 · 3 min read · 0 claps #document-ai #compliance-automation #b2b-saas

AI

SA Sagnik Chakraborty · Docsumo

IDP vs OCR vs Document AI vs Agentic Processing: How to Actually Choose in 2026

OCR, IDP, Document AI, and agentic document processing are not four competing products. They are four generations of the same underlying…

May 11, 2026 · 6 min read · 0 claps #idp #ocr #agentic-ai

AI ART TCH

KI Kirti Nath Jha

If You’re Paying a Managed API to Parse Documents at Scale, Someone Is About to Open a Very…

IBM’s open-source Docling delivers 97.9% table accuracy at 114ms/page — and costs 60× less than the leading managed alternative

May 05, 2026 · 11 min read · 0 claps #document-ai #docling #enterprise-architecture

AI

PE Peraison

Trust Is a Feature: What Enterprises Really Need From Document AI

When Document AI earns confidence, automation scales. When it does not, everything slows back down.

Apr 28, 2026 · 4 min read · 0 claps #document-intelligence #document-ai #pdf

AI

PE Peraison

From PDFs to Decisions: Why Unstructured Data Is Where Value Still Hides

How document intelligence unlocks valuable business data in PDFs

Apr 22, 2026 · 4 min read · 0 claps #document-intelligence #document-ai #pdf

AI HUM

CH Christian Kasim Loan · John Snow Labs

Plain-Text OCR Benchmark: The Gap Between On-Prem and API Is Gone

16 models, one benchmark. The best self-hosted model now matches the best closed-source API — at the same cost

Apr 01, 2026 · 6 min read · 0 claps #machine-learning #artificial-intelligence #ocr

AI HUM

CH Christian Kasim Loan · John Snow Labs

A 2026 Field Guide to Visual Document Processing

We benchmarked 20+ models across three production tasks. Here’s what the field actually looks like

Apr 01, 2026 · 5 min read · 0 claps #machine-learning #artificial-intelligence #computer-vision

HUM AI SPT

CH Christian Kasim Loan · John Snow Labs

BBox OCR Benchmark: #1 Out of 15, Including Every Frontier API

Most frontier APIs hallucinate coordinates. A 1B model running on a T4 beats all of them.

Apr 01, 2026 · 6 min read · 0 claps #machine-learning #computer-vision #ocr

AI HUM

CH Christian Kasim Loan · John Snow Labs

Schema-Constrained OCR: The Benchmark That Actually Matters in Production

Best at OCR does not mean best at schema extraction. 23 models tested. The winner ranked 14th on flat-text transcription

Apr 01, 2026 · 8 min read · 0 claps #machine-learning #artificial-intelligence #healthcare

AI SPR

AB ABBYY Inc. · ABBYY

What is Purpose-Built AI & Its Benefits in 2026

In today’s rush to adopt artificial intelligence (AI), businesses can find one-size-fits-all solutions tempting. After all, these big AI…

Mar 27, 2026 · 8 min read · 1 claps #document-processing #document-ai #artificial-intelligence

TCH AI

AL Alex Zhang

Accelerating PaddleOCR-VL with vLLM via PaddleOCR CLI

Making Document AI Truly Production-Ready

Dec 20, 2025 · 4 min read · 3 claps #vllm #docker #document-ai

AI

AN Ankit Khare

Reality of Document AI Comparisons

Benchmarks can be twisted and have severe limitations, always pair them up with a smell test on your own data

Oct 17, 2025 · 5 min read · 0 claps #aidoc #idp #document-intelligence

SCI

LG LG AI Research

Release of MolMole, an AI That Understands Chemical Molecular Structural Formula Information from…

We encounter tons of documents every day. We make sense of the information in these documents, including the diagrams, images, and graphs…

Jun 12, 2025 · 7 min read · 0 claps #vision-ai #document-ai #molmole

AI

BU Burak Kaya

Mistral AI: Devstral and the Guide to Document AI

Code Wizard Devstral and Document Expert Document AI

May 24, 2025 · 4 min read · 0 claps paywalled #mistral-ai #devstral #document-ai

TCH

PA Patrick Cuba · The Modern Scientist

Data Vault on Snowflake: …and the other 80% of the world’s data

Shockingly most of the world’s data is not in a structured or semi-structured form; according to Gartner, 80% of the world’s data is…

Oct 02, 2024 · 9 min read · 27 claps paywalled #data-vault #snowflake #document-ai