{"slug": "why-most-agentic-ai-pilots-never-make-it-into-revenue-workflows", "title": "Why Most Agentic AI Pilots Never Make It Into Revenue Workflows", "summary": "Most agentic AI initiatives stall before reaching production, according to a Forbes Councils column by Eshaan Jain, who argues that fixing data, documentation and workflows may matter more than upgrading the model. The column attributes the failure of agentic AI pilots to reach revenue workflows to those operational gaps rather than model capability.", "body_md": "# Why Most Agentic AI Pilots Never Make It Into Revenue Workflows\n\nBy Eshaan Jain, Forbes Councils MemberSource: \n\n[Forbes Innovation](https://www.forbes.com/innovation/)\nMost \n\n[agentic AI](/glossary/agentic-ai)initiatives stall before production. Here's why fixing data, documentation and workflows may matter more than upgrading the model.\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/why-most-agentic-ai-pilots-never-make-it-into-revenue-workflows", "canonical_source": "https://www.machinebrief.com/news/why-most-agentic-ai-pilots-never-make-it-into-revenue-workfl-ngt8", "published_at": "2026-09-14 12:00:00+00:00", "updated_at": "2026-09-14 13:17:41.646989+00:00", "lang": "en", "topics": ["ai-agents", "ai-products", "ai-tools"], "entities": ["Eshaan Jain", "Forbes Councils", "Forbes Innovation"], "alternates": {"html": "https://wpnews.pro/news/why-most-agentic-ai-pilots-never-make-it-into-revenue-workflows", "markdown": "https://wpnews.pro/news/why-most-agentic-ai-pilots-never-make-it-into-revenue-workflows.md", "text": "https://wpnews.pro/news/why-most-agentic-ai-pilots-never-make-it-into-revenue-workflows.txt", "jsonld": "https://wpnews.pro/news/why-most-agentic-ai-pilots-never-make-it-into-revenue-workflows.jsonld"}}