{
  "id": 232874,
  "title": "Why AI tools know nothing about your company — until now",
  "url": "https://urgent.news/2026/08/06/why-ai-tools-know-nothing-about-your-company-until-now",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-08-06T19:30:08.000Z",
  "source": {
    "name": "The New Stack",
    "slug": "the-new-stack",
    "url": "https://thenewstack.io/cloudflare-os-agentic-workspace-security/"
  },
  "original_language": "en",
  "account": "Cloudflare introduced its open-source AI workspace platform, CloudflareOS, this week, aiming to provide employees with a secure workspace that integrates advanced AI tools and access to internal company systems. Unlike traditional virtual desktop infrastructure (VDI) services, CloudflareOS enables a more dynamic working environment by granting employees direct access to company tools, documents, and systems.\n\nCloudflareOS operates on the principle that most enterprise AI tools possess extensive knowledge about the world at large but lack crucial insights into the specific operations, approval processes, and workflows of individual companies. Consequently, every new work session begins with the AI having to re-explain the context that should already be familiar.\n\nRita Koslov, VP for developers & AI at Cloudflare, emphasizes that granting new, context-aware agentic access securely requires addressing a novel set of security challenges. API keys, once commonly used, now pose significant risks as employees request API keys for their own tools and applications. To mitigate these risks, CloudflareOS proposes a capability-based access system that grants employees access to specific resources while recording the agent's actions and verifying the permissions of anyone who views the agent's work.\n\nDevelopers and systems operations professionals should be aware that the main challenge lies in managing the large number of dynamically generated apps, each with its own persisted state and controlled access. CloudflareOS tackles this issue using Dynamic Workers and Durable Objects Facets, which provide isolated runtimes and storage, respectively. Moreover, Gateway workers supervise each app's interaction with external services.\n\nWhile the platform offers robust security features, unforeseen consequences could still arise, such as internal data being inadvertently copied into AI tools, AI keys embedded in agent-built applications, or even unauthorized data sharing. Despite the risks and complexities involved, CloudflareOS aims to provide businesses with a secure and tailored alternative to generic AI tools. By capturing a company's knowledge, processes, and ways of working in a form that AI can execute, employees can leverage a personalized workspace from day one, without the need for extensive integration efforts.",
  "summary": "The New Stack reports on Cloudflare's launch of CloudflareOS, an open-source AI workspace platform designed to give employees secure access to internal company systems and tools. This platform represents a significant advancement over traditional virtual desktop infrastructure (VDI) services and dynamic application delivery methods, offering a more dynamic approach to working with company resources. CloudflareOS ensures secure access by verifying every user and agentic request before granting access, leveraging capability-based access over raw API keys to mitigate security risks associated with employees using AI tools for the first time.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}