{
  "id": 10968768,
  "title": "Your AI agent aced the demo. Your data may still derail it.",
  "url": "https://urgent.news/2026/09/30/your-ai-agent-aced-the-demo-your-data-may-still-derail-it",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-30T15:00:00.000Z",
  "source": {
    "name": "The New Stack",
    "slug": "the-new-stack",
    "url": "https://thenewstack.io/ai-agents-production-data/"
  },
  "original_language": "en",
  "account": "A successful demo AI agent showcases its capabilities in a controlled environment, but it does not guarantee its reliability in a production setting. Ravi Marwaha, COO and Chief Product & Technology Officer at Arango, highlighted six essential data requirements during a live conversation on October 14. These requirements are crucial for moving an AI agent from the demo phase into production. While building a convincing demo agent is relatively simple, launching it successfully in production is a different challenge. The demo agent must be able to handle disparate sources of information, dynamic data, and complex system permissions to ensure its reliability in a real-world setting.",
  "summary": "Ahhh, demo AI agents. Don’t you just love them? Cute and cuddly, solving all your company’s problems without complaints, missteps, The post Your AI agent aced the demo. Your data may still derail it. appeared first on The New Stack .",
  "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."
}