{"type": "article", "title": "The demo is the cheapest part: scoping AI work so it does not lose money", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/the-demo-is-the-cheapest-part-scoping-ai-work-so-it-does-not-lose-money", "original_source": "https://okaneland.com/ledger/scoping-ai-projects/", "published": "2026-07-04T13:00:00+00:00", "accessed": "2026-07-04", "id": "the-demo-is-the-cheapest-part-scoping-ai-work-so-it-does-not-lose-money"}