{"slug": "why-ai-advantage-starts-with-organisational-memory", "title": "Why AI advantage starts with organisational memory", "summary": "Organisational memory is the key to gaining a competitive advantage from artificial intelligence, according to a new analysis. Leaders should apply an \"abundance test\" by asking each business unit what knowledge would be lost if their three most experienced employees left, then prioritise capturing and structuring that knowledge for AI use. The piece argues that AI's true value lies not in productivity gains but in making unique organisational knowledge available for responsible AI deployment.", "body_md": "# Why AI advantage starts with organisational memory\n\nLeaders can apply the “abundance test” to clarify where the technology should be applied\n\nASK every business unit: “If your three most experienced people resigned tomorrow, what knowledge would disappear with them?” Whatever appears on those lists should become a priority for capture, structuring and governance.\n\nThat question may seem simple, but it goes to the heart of whether artificial intelligence adoption creates advantage or becomes expensive experimentation.\n\nMuch of today’s AI discussion focuses on productivity, automation and cost reduction. The more consequential question is what an organisation uniquely knows, and whether that knowledge is available in a form AI systems can responsibly use.\n\n[TRENDING NOW](/pulse?ref=trending-now)\n\nKnight Frank winds down real estate agency unit, agents to move to OrangeTee & Tie\n\nLaos wants more control of its gold – by building the bullion market it never had\n\nKeppel to divest six oil rigs through new private fund for S$1.2 billion\n\nStocks to watch: Keppel, FCT, Clas, KIT, ESR-Reit, Kore US Reit, Ever Glory, UIB Reit", "url": "https://wpnews.pro/news/why-ai-advantage-starts-with-organisational-memory", "canonical_source": "https://www.businesstimes.com.sg/opinion-features/why-ai-advantage-starts-organisational-memory", "published_at": "2026-07-28 04:14:47+00:00", "updated_at": "2026-07-28 04:23:52.600416+00:00", "lang": "en", "topics": ["artificial-intelligence"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/why-ai-advantage-starts-with-organisational-memory", "markdown": "https://wpnews.pro/news/why-ai-advantage-starts-with-organisational-memory.md", "text": "https://wpnews.pro/news/why-ai-advantage-starts-with-organisational-memory.txt", "jsonld": "https://wpnews.pro/news/why-ai-advantage-starts-with-organisational-memory.jsonld"}}