https://work-intelligence-review.netlify.app/ Independent analysis on enterprise AI, work and cybersecurity. https://work-intelligence-review.netlify.app/articles/enterprise-ai-agents-need-context-not-just-data.htmlhttps://work-intelligence-review.netlify.app/articles/enterprise-ai-agents-need-context-not-just-data.htmlTue, 20 Oct 2026 10:24:40 GMTA partner-backed industry survey, recruiting data and emerging security research point to a practical lesson: trustworthy AI agents need organizational knowledge, clear controls and evidence of real-world performance. https://work-intelligence-review.netlify.app/articles/seven-tests-enterprise-ready-ai-agent-demo.html https://work-intelligence-review.netlify.app/articles/seven-tests-enterprise-ready-ai-agent-demo.html 04 Aug 2026 08:00:00 GMT A polished demo proves that an agent can act. It does not prove that an enterprise should trust it to act repeatedly, safely and economically. https://work-intelligence-review.netlify.app/articles/ai-skills-gap-is-a-work-design-gap.html https://work-intelligence-review.netlify.app/articles/ai-skills-gap-is-a-work-design-gap.html 04 Aug 2026 07:00:00 GMT Training people to use an AI tool is useful. Redesigning the work around it is what creates an organisational capability. https://work-intelligence-review.netlify.app/articles/world-models-spatial-intelligence-executive-attention.html https://work-intelligence-review.netlify.app/articles/world-models-spatial-intelligence-executive-attention.html 04 Aug 2026 06:00:00 GMT Language models changed how machines work with words. World models aim to help them represent, generate and interact with space. https://work-intelligence-review.netlify.app/articles/why-enterprise-ai-projects-fail https://work-intelligence-review.netlify.app/articles/why-enterprise-ai-projects-fail 26 Jul 2026 08:00:00 GMT The hardest part of enterprise AI is rarely the model. It is the operating system around the model: ownership, workflow design, adoption and control. https://work-intelligence-review.netlify.app/articles/ai-will-change-middle-management-first https://work-intelligence-review.netlify.app/articles/ai-will-change-middle-management-first 25 Jul 2026 08:00:00 GMT AI may not eliminate management, but it will expose which management activities create leverage and which merely move information. https://work-intelligence-review.netlify.app/articles/ai-agents-are-digital-colleagues https://work-intelligence-review.netlify.app/articles/ai-agents-are-digital-colleagues 24 Jul 2026 08:00:00 GMT The useful comparison for enterprise agents is not software versus employee. It is delegated action versus accountable action. https://work-intelligence-review.netlify.app/articles/ai-governance-beyond-compliance https://work-intelligence-review.netlify.app/articles/ai-governance-beyond-compliance 23 Jul 2026 08:00:00 GMT The most useful governance does not merely prevent prohibited behaviour. It helps the organisation make better, faster and more explainable decisions. https://work-intelligence-review.netlify.app/articles/measuring-ai-roi-beyond-productivity https://work-intelligence-review.netlify.app/articles/measuring-ai-roi-beyond-productivity 22 Jul 2026 08:00:00 GMT Time saved is easy to announce and difficult to bank. Enterprise AI value must connect to outcomes the organisation can actually realise.