{"type": "article", "title": "The demo is over. Making AI work in production begins now", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/the-demo-is-over-making-ai-work-in-production-begins-now", "original_source": "https://www.businesstimes.com.sg/opinion-features/demo-over-making-ai-work-production-begins-now", "published": "2026-07-22T23:00:00+00:00", "accessed": "2026-07-23", "id": "the-demo-is-over-making-ai-work-in-production-begins-now"}