Stratessence InsightsEssays and frameworks on AI strategy, AI-native transformation, and evaluating AI companies, from an operator.https://www.stratessence.com/enHow to build an AI strategy that actually ships to productionhttps://www.stratessence.com/insights/how-to-build-an-ai-strategy-that-ships/https://www.stratessence.com/insights/how-to-build-an-ai-strategy-that-ships/A practical method for turning AI ambition into systems that reach production, built around value mapping, honest prioritization, and closing the Production Gap.Sun, 28 Jun 2026 00:00:00 GMTAI strategyproductionroadmapprioritizationDipankar SarkarWhy generative AI pilots fail to reach productionhttps://www.stratessence.com/insights/why-ai-pilots-fail-to-reach-production/https://www.stratessence.com/insights/why-ai-pilots-fail-to-reach-production/Most AI pilots work in the demo and die on the way to production. The reason is rarely the model. It is the five gaps between a demo and a system a business can rely on.Sat, 20 Jun 2026 00:00:00 GMTproductionpilotsevaluationAI-nativeDipankar SarkarWhat "AI-native" actually meanshttps://www.stratessence.com/insights/what-ai-native-actually-means/https://www.stratessence.com/insights/what-ai-native-actually-means/AI-native is used to mean everything and therefore nothing. Here is a precise definition, a maturity ladder to locate yourself on, and why the rung you are on is the first honest strategic fact.Fri, 12 Jun 2026 00:00:00 GMTAI-nativeoperating modelmaturitystrategyDipankar SarkarHow to tell a real AI company from a wrapperhttps://www.stratessence.com/insights/how-to-tell-a-real-ai-company-from-a-wrapper/https://www.stratessence.com/insights/how-to-tell-a-real-ai-company-from-a-wrapper/Every company is an AI company in the pitch. For investors, the hard question is whether the advantage is durable or a thin layer the next model release will erase. Five questions get you to an honest answer.Fri, 05 Jun 2026 00:00:00 GMTdue diligenceinvestingmoatunit economicsDipankar SarkarThe boutique alternative for AI strategy, and when to choose ithttps://www.stratessence.com/insights/boutique-vs-big-firm-ai-consulting/https://www.stratessence.com/insights/boutique-vs-big-firm-ai-consulting/The large firms are not the only option for AI strategy, and often not the right one. An honest comparison of boutique and big-firm AI consulting, and how to choose between them.Thu, 28 May 2026 00:00:00 GMTconsultingboutiqueAI strategyfractionalDipankar Sarkar