# Qriton > Qriton is a European AI company building Critical AI: local, explainable, replayable AI for the places where a wrong, unexplained, or leaked answer is not an option — infrastructure, industrial systems, regulated work, and on-site devices. Built in Europe for EU AI Act readiness. Five products built on one idea: every decision stays on your systems, makes sense, and can be checked later. All pages are server-rendered HTML and open to AI crawlers (see robots.txt). ## Products - [Platform overview](https://qriton.com/platform): how all five products connect evidence, reasoning, policy, action, and replayable records - [AI Models — HLM](https://qriton.com/products/ai-models): one AI engine for text, images, audio, 3D, and sensor data; every answer ships with its evidence and a replayable record. Docs: https://hlm.qriton.com - [Flow](https://qriton.com/products/flow): private AI operations platform — workflows on your own infrastructure with exactly-once execution, automatic recovery, and self-publishing reports; in production today. Site: https://flow.qriton.com - [Signal Intelligence](https://qriton.com/products/signal-intelligence): coordinated-campaign detection across platforms — temporal, semantic, network, linguistic, behavioral, and attribution engines; evidence-grade reporting - [Shield](https://qriton.com/products/shield): explainable infrastructure defense, seven detection layers, graduated response; live dashboard: https://shield.qriton.com - [Diagnose](https://qriton.com/products/diagnose): industrial diagnostics — root cause, severity, and remaining useful life from sensors, logs, images, and operator notes ## Pages - [Use cases](https://qriton.com/use-cases): decision-led library across operations, security and intelligence, regulated AI, and edge systems - [Industrial diagnostics](https://qriton.com/use-cases/industrial-diagnostics): root cause, severity, useful life, and maintenance decisions from multimodal plant evidence - [Infrastructure defense](https://qriton.com/use-cases/infrastructure-defense): seven-layer detection, proportionate response, and a reason for every action - [Coordinated campaign investigations](https://qriton.com/use-cases/coordinated-campaign-investigations): six coordination signatures joined into an evidence-grade campaign case - [About](https://qriton.com/about): mission, vision, and company background - [Newsroom](https://qriton.com/news.html): product news and research notes — RSS: https://qriton.com/rss.xml - [Careers](https://qriton.com/careers) - [Contact](https://qriton.com/contact): hello@qriton.com ## Recent news - [Qriton releases HLM5-3B Base publicly on Hugging Face](https://qriton.com/briefings/qriton-releases-hlm5-3b-base-publicly-on-hugging-face): Qriton has released HLM5-3B Base, a compact 2.688B-parameter foundation model for building private, specialised AI systems on hardware organisations control. The release is aimed at evidence-centred w - [Qriton Energy Language: programmable memory for language models](https://qriton.com/briefings/qriton-energy-language-programmable-memory-for-language-models): A research release built on a simple proposition — that a language model should be not only trainable, but inspectable and directly modifiable after training. Qriton adds a third control surface: the - [Qriton Flow: Cognitive automations that runs inside your company](https://qriton.com/briefings/qriton-flow-cognitive-automations-that-runs-inside-your-company): Qriton ships Flow, the enterprise platform for private AI operations: your models, your data, your perimeter - with every run scheduled, governed, and accounted for. What happens in your company stays - [Qriton joins the NVIDIA Inception program](https://qriton.com/briefings/qriton-joins-the-nvidia-inception-program): Qriton has been accepted into NVIDIA Inception, opening access to data centre and cloud computing resources for training and testing HLM models across edge and hybrid scenarios. The membership is a pr - [HLM Studio: direct operations on a model, the way you'd query a database](https://qriton.com/briefings/hlm-studio-direct-operations-on-a-model-the-way-youd-query-a-database): Qriton has opened early access to HLM Studio, a workbench where models are edited through the Energy Language interface — inspected, changed, and synced like records in a database rather than retraine - [Qriton opens three roles to build out Critical AI](https://qriton.com/briefings/qriton-opens-three-roles-to-build-out-critical-ai): Qriton is hiring across research, engineering, and evaluation — three open roles aimed at turning energy-based research into auditable, EU AI Act-aligned systems. The common thread: building AI whose - [Early access to Qriton HLM](https://qriton.com/briefings/hlm-early-access): Hopfield Language Models enter early access — a multimodal architecture built around decisions you can inspect, trust, and replay, with Energy Language to edit model behaviour without retraining. - [The EU AI Act deadline moved. The problem didn't.](https://qriton.com/briefings/eu-ai-act-delay): High-risk obligations are set to slip to December 2027 and August 2028 under the EU's Digital Omnibus. That is more calendar — but the architecture that makes a decision traceable cannot be deferred. - [Qriton takes HLM to Leonardo, Europe's pre-exascale supercomputer](https://qriton.com/briefings/qriton-leonardo-hpc): Qriton has gained access to Leonardo — the EuroHPC pre-exascale system at CINECA — to train and validate its Hopfield Language Models at scale, on European infrastructure. - [Qriton Shield moves cognitive infrastructure defense into production](https://qriton.com/briefings/qriton-shield-production): Shield brings seven-layer, explainable threat detection to infrastructure teams — built in Europe for the agentic era, and free for individual servers. ## Open roles - [Data Science Researcher](https://qriton.com/careers/data-science-researcher) - [Full-Stack Developer](https://qriton.com/careers/full-stack-developer) - [Intern — Evaluation of HLM Models](https://qriton.com/careers/hlm-evaluation-intern) ## Optional - [Privacy](https://qriton.com/privacy) - [Terms](https://qriton.com/terms)