{"slug": "the-economics-of-ai-naive-it-operations", "title": "The Economics Of AI-Naive IT Operations", "summary": "AI-naive IT operations persist not because companies lack AI ambitions but because they fail to recognize that IT ticket data signals business process health, according to Forbes Councils Member Murthy Malapaka.", "body_md": "# The Economics Of AI-Naive IT Operations\n\nBy Murthy Malapaka, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)AI-naive IT operations aren't due to a lack of AI ambitions but to companies not recognizing that their IT ticket data is a signal of business process health.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/the-economics-of-ai-naive-it-operations", "canonical_source": "https://www.machinebrief.com/news/the-economics-of-ai-naive-it-operations-xo1o", "published_at": "2026-07-23 10:00:00+00:00", "updated_at": "2026-07-23 10:37:14.647485+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-tools", "ai-infrastructure"], "entities": ["Murthy Malapaka", "Forbes"], "alternates": {"html": "https://wpnews.pro/news/the-economics-of-ai-naive-it-operations", "markdown": "https://wpnews.pro/news/the-economics-of-ai-naive-it-operations.md", "text": "https://wpnews.pro/news/the-economics-of-ai-naive-it-operations.txt", "jsonld": "https://wpnews.pro/news/the-economics-of-ai-naive-it-operations.jsonld"}}