{
  "id": 3528599,
  "title": "Wanted: Token spend control and governance without slowing down agentic AI innovation",
  "url": "https://urgent.news/2026/08/26/wanted-token-spend-control-and-governance-without-slowing-down",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-26T14:32:28.000Z",
  "source": {
    "name": "TechRadar",
    "slug": "techradar",
    "url": "https://www.techradar.com/pro/wanted-token-spend-control-and-governance-without-slowing-down-agentic-ai-innovation"
  },
  "original_language": "en",
  "account": "Agentic AI, characterized by autonomous agents engaging with core software, data, and large language models, has rapidly gained prominence, prompting enterprises to accelerate their adoption strategies. However, this rapid growth has brought about concerns regarding AI token costs, weak access security controls, and the potential for \"Shadow AI\" and agent sprawl. To address these issues, a control plane is proposed, providing the necessary visibility for Chief Information Officers (CIOs) to manage and govern AI usage effectively. This approach aims to strike a balance between harnessing the transformative power of agentic AI and mitigating the associated risks and costs. By implementing a centralized control layer, organizations can establish standardized policies, monitor token consumption, and maintain a clear understanding of associated expenses. This solution not only safeguards against data leakage and compliance issues but also ensures that the business can reap the benefits of agentic AI without falling victim to cost overruns or inadequate risk management.",
  "summary": "Agentic AI is accelerating, but organizations need stronger governance to control costs, security and access.",
  "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."
}