Executive Intelligence for AI Transformation
PLAnalysis and intelligence from AI&Scale tagged “strategy”.
7 articles
AI Strategy · Lead AnalysisThis article answers where to strategically fund AI initiatives to build durable business advantage. The mechanics of defensibility and the initiative copyability test are covered in strategy-ai-moat-not-model.
AI Strategy · Board BriefMany organizations still treat AI agents as another automation layer: fast summaries, document assistance, customer-support help, and sometimes a few workflows embedded in CRM or ERP. This approach improves local prod…
AI Strategy · Lead AnalysisThis article focuses on the anatomy of the AI moat and on evaluating the copyability of advantage across five defensibility layers. For a broader strategic assessment of an advantage portfolio, see strategy-ai-competi…
AI Strategy · Lead AnalysisThe "buy or build an AI platform" debate is usually framed incorrectly. In many organizations, the real question is different: how to design platform economics so that cost at scale falls faster than complexity rises,…
AI Strategy · Case LensFirst AI programs rarely fail spectacularly. More often, they consume organizational energy, produce a series of local wins, and leave leadership with a hard question after a year: why is business impact still limited…
AI Strategy · Board BriefBuild-vs-buy decisions in AI are often framed as an architecture dispute: internal platform versus ready-made vendor product. That is a mistake. In practice, this is a decision about competitive-advantage model, deliv…
AI StrategyOrganizations measuring AI return on investment consistently undercount both costs and benefits. Here is how to measure it properly.