LightOn | News February 2026

Trending Today. In Paradigm Now. Discover LightOn's latest breakthroughs.

February 3, 2026

TL;DR

Trending Today. In Paradigm Now.

LightOnOCR 2, our new state-of-the-art OCR model for complex documents, just landed in Paradigm. It's been trending on Hugging Face all week, right up there with Kimi, DeepSeek, Qwen, and the models making global headlines.

An OCR model shouldn't be trending next to frontier LLMs, yet it is, because precision matters.

State-of-the-art accuracy on complex documents. 1B parameters. Already in production.

That's Paradigm: expert AI, real results.

Let's make reliability the headline.

Igor Carron, LightOn, CEO

LightOn opens a new field for AI: Document Intelligence

LightOn integrates into Paradigm a technology that beats the world state of the art: LightOnOCR-2

The Industrial Rag API For Enterprise Developers

A Full-Stack RAG Pipeline in a Few Endpoints

A production-ready search & retrieval API designed for organizations where data control, compliance, and deployment flexibility are non-negotiable.

AI Highlights

Why RAG Pipelines Break in Production

RAG does not fail because it cannot generate. It fails because it cannot retrieve and maintain knowledge reliably at scale.

From Shadow AI to Managed Intelligence

Shadow AI is essentially "outsourced innovation" with "unlimited risk." The goal is not to police the workforce, but to provide a superior alternative.

Meet us in Cannes

LightOn will be at the World AI Cannes Festival alongside our partner OREUS

Two days to exchange on concrete AI deployments, from enterprise search and reasoning to private and sovereign AI architectures.

Book your pass

Ready to Transform Your Enterprise?

TL;DR

Recent Blogs

LightOn Enhances Its Paradigm Platform with Real-Time Web Access Through a Strategic Partnership with Linkup

NOVA: A Guide to Actually Measuring How Your Agent Works on Your Data

Scaling enterprise OCR means solving quality and cost. At the same time.

Ready to Transform Your Enterprise?