{"slug": "why-enterprise-ai-needs-a-new-approach-to-evals", "title": "​Why Enterprise AI Needs A New Approach To Evals", "summary": "Forbes Councils member Chhaya Methani argues that enterprise AI needs a new approach to evaluations, emphasizing that a scalable eval harness can catch regressions before they reach production, enabling teams to ship with confidence.", "body_md": "# Why Enterprise AI Needs A New Approach To Evals\n\nBy Chhaya Methani, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)A scalable eval harness can ensure that regressions are caught before they reach production, helping teams ship with confidence.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/why-enterprise-ai-needs-a-new-approach-to-evals", "canonical_source": "https://www.machinebrief.com/news/why-enterprise-ai-needs-a-new-approach-to-evals-fpxq", "published_at": "2026-08-31 16:15:00+00:00", "updated_at": "2026-08-31 16:52:05.314926+00:00", "lang": "en", "topics": ["ai-tools", "mlops"], "entities": ["Forbes Councils", "Chhaya Methani"], "alternates": {"html": "https://wpnews.pro/news/why-enterprise-ai-needs-a-new-approach-to-evals", "markdown": "https://wpnews.pro/news/why-enterprise-ai-needs-a-new-approach-to-evals.md", "text": "https://wpnews.pro/news/why-enterprise-ai-needs-a-new-approach-to-evals.txt", "jsonld": "https://wpnews.pro/news/why-enterprise-ai-needs-a-new-approach-to-evals.jsonld"}}