Blog

Discover our most recent updates, thoughts, and insights as they unfold.

Our Vision

The Architecture of Agency: Our Vision for the Autonomous Enterprise

The first wave of generative AI was a revolution of knowledge: the ability to synthesize, reason, and converse. But in the enterprise, knowledge is a commodity; Agency is the frontier. Today, a "cognitive gap" paralyzes the modern corporation: the space between having an insight and executing it across a fragmented landscape of legacy software and disconnected web apps. Most AI today sits on the sidelines as a co-pilot, serving as a high-latency observer of work rather than a primary driver of it.

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Blog posts

\ \ Computer-use Agents\ \ July 16th, 2026\ \ Today we're launching Computer-use Agents: fully managed agents that take actions on computers.](https://media@hcompany.ai/computer-use-agents-api)

\ \ Booting Fast and Slow\ \ July 8th, 2026\ \ How We Learned to Stop Worrying and Love the Cold Start](https://media@hcompany.ai/booting-fast-and-slow)

\ \ VRAM Ghost Busting\ \ June 25th, 2026\ \ A deep technical investigation about "ghost" processes hoarding GPU VRAM with no process to kill](https://media@hcompany.ai/vram-ghost-busting-who-you-gonna-close)

\ \ HoloDesktop CLI\ \ June 22th, 2026\ \ Introducing HoloDesktop CLI](https://media@hcompany.ai/holodesktop-cli)

\ \ Nemotron Coalition\ \ June 4th, 2026\ \ Launched by NVIDIA on March 16, 2026, the coalition gathers top research laboratories and technology companies.](https://media@hcompany.ai/h-joins-nemotron-coalition)

\ \ Holo3.1\ \ June 1st, 2026\ \ Today we are releasing Holo 3.1, the next generation of our computer-use model family.](https://media@hcompany.ai/holo3.1)

\ \ May 20th, 2026\ \ How Handicap International used H Agents to turn 13,000 foundations into a prioritized, continuously updated funding pipeline.](https://media@hcompany.ai/handicap-international)

\ \ Holotron3\ \ April 28th, 2026\ \ H Company is proud to introduce Holotron 3 Nano, built by post-training NVIDIA’s Nemotron 3 Nano Omni.](https://media@hcompany.ai/holotron3)

\ \ HoloTab\ \ April 15th, 2026\ \ HoloTab: We built one of the most powerful computer-use AIs in the world. And made it directly accessible from your browser.](https://media@hcompany.ai/meet-holotab)

\ \ HoloTab Tutorial\ \ April 15th, 2026\ \ HoloTab is a Chrome extension that acts as an AI agent inside your browser. Here's what it can do and how to get started in five minutes.](https://media@hcompany.ai/holotab-tutorial)

\ \ Holo3\ \ March 31st, 2026\ \ Today, we are proud to unveil Holo3, the latest evolution of our vision for the Autonomous Enterprise. With a score of 78.85% on the OSWorld-Verified benchmark.](https://media@hcompany.ai/holo3)

\ \ SkyPilot\ \ March 24, 2026\ \ H Company unified Slurm and Kubernetes with SkyPilot into a single interface for training, enabling scalable workflows and bringing online reinforcement learning into production.](https://media@hcompany.ai/unlocking-online-rl-skypilot)

\ \ Our Vision\ \ March 18, 2026\ \ The first wave of generative AI was a revolution of knowledge: the ability to synthesize, reason, and converse. But in the enterprise, knowledge is a commodity; Agency is the frontier.](https://media@hcompany.ai/h-company-vision)

\ \ Holotron-12B\ \ March 16, 2026\ \ We're thrilled to release Holotron-12B, a multimodal computer-use model from H Company. Post-trained from the open NVIDIA Nemotron-Nano-2 VL model on H Company’s proprietary data mixture, Holotron-12B is the result of a close collaboration between our research labs to engineer a new type of model optimized primarily for scale and performance in production.](https://media@hcompany.ai/holotron-12b)

\ \ Computer-use for GEO\ \ February 27, 2026\ \ Generative AI is reshaping digital commerce. As shoppers move from search engines to conversational assistants like ChatGPT, the interface itself now determines which products are seen and purchased. In this research, we examine which approach serves as the most reliable proxy for simulating real user behavior, and reveal a key insight: the same query can produce very different results depending on whether it’s made through an API or a live AI interface.](https://media@hcompany.ai/geo-using-computer-use-agents-vs-api-limitations)

\ \ Holo2 235B\ \ February 3, 2026\ \ Two months since releasing the first Holo2 models, we’re back with our largest UI localization model yet: Holo2-235B-A22B Preview.](https://media@hcompany.ai/holo2-235b-a22b-preview)

\ \ FDJ UNITED\ \ November 17, 2025\ \ The partnership follows FDJ UNITED Ventures’ investment in H Company in 2024. Paris, 17 November 2025 — At the Choose France Summit, H Company, the French champion of agentic artificial intelligence, and FDJ UNITED, Europe’s leading gaming and lottery operator, announced a strategic partnership to experiment with agentic AI across selected FDJ UNITED processes and operations.](https://media@hcompany.ai/h-company-and-fdj-united-to-collaborate-on-deploying-agentic-ai)

\ \ Holo2\ \ November 13, 2025\ \ At H, we provide the most performant and cost-efficient agents for enterprise workflows. Many of these workflows require interacting with a variety of enterprise systems and websites through the UI. That is why we are building computer-use agents that interact with computers just like humans do: by looking at their screens, clicking, typing, and navigating interfaces.](https://media@hcompany.ai/holo2)

\ \ Surfer 2\ \ October 17, 2025\ \ H Company advances the frontier of computer-use agents with Surfer 2, a unified architecture built for real and impactful use cases. Our mission is to move from models that know to agents that do: we create capable, context-aware systems that operate reliably on digital environments.](https://media@hcompany.ai/surfer-2)

\ \ Holo1.5\ \ October 9, 2025\ \ Since the release of Holo1, we have been hard at work on improving our models on foundational capabilities for Computer Use agents. Today, we are open-sourcing the Holo1.5 series of models in 3B, 7B, and new 72B sizes. Holo1.5 adds a massive 10%+ accuracy boost compared to Holo1 for all sizes and sets a new state-of-the-art for Computer Use localization models. It also delivers strong performance on user interface (UI) understanding and question answering. All our models are open weights and accessible on HuggingFace.](https://media@hcompany.ai/holo1-5-open-foundation-models-for-computer-use-agents)

\ \ Governance Update\ \ June 11, 2025\ \ Charles Kantor and Laurent Sifre, co-founders of H Company, announce the appointment of Gautier Cloix as Chief Executive Officer.](https://media@hcompany.ai/governance-update)

\ \ Charting a New Route\ \ June 3, 2025\ \ Our extensive evaluation of Runner H 0.1 agents versus its competitors on the WebVoyager benchmarks is proof that the tech behind Runner H can hold up in real-world scenarios.](https://media@hcompany.ai/charting-a-new-route-the-tech-behind-runner-hs-state-of-the-art-results)

\ \ Runner H\ \ June 3, 2025\ \ Navigating interfaces. Reading and interpreting documents. Clicking on the right components. And repeat. Currently, these tasks are done every day — sometimes all day — by humans.](https://media@hcompany.ai/put-ai-to-work-for-you-with-runner-h)