Julien Florkin

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Offer governance system during AI rollouts showing decision ownership, promise review, pricing rules, experiment control, buyer evidence, and change logs.
BusinessGovernance for Offers And Business Model Design: During AI RolloutsOffer governance during AI rollouts keeps AI-generated messaging, proposals, pricing, experiments, and buyer research controlled enough…Read article
Cover image for Capacity metrics for teams with unpredictable work.
Capacity & ForecastingCapacity Metrics For Teams With Unpredictable WorkSome teams avoid capacity metrics because their work does not behave like a factory schedule. Demand…Read article
Strategy team metrics dashboard for AI rollouts showing usage, adoption quality, value, review burden, risk signals, manager variance, and scale readiness.
BusinessStrategy Teams Metrics: What to Fix During AI RolloutsStrategy teams should measure AI rollouts by adoption quality, business value, review burden, risk, manager variance,…Read article
AI strategy readiness map for growing companies showing growth bottlenecks, workflow maturity, governance, adoption capacity, use-case portfolio, and leverage metrics.
Artificial IntelligenceReadiness for AI Strategy And Business Leverage: For Growing CompaniesAI strategy readiness for growing companies means choosing use cases that solve growth bottlenecks, fit workflows,…Read article
Research-backed AI governance after the first pilot showing evidence review, scale gates, ownership, controls, monitoring, and net-benefit metrics.
BusinessResearch-Backed Governance for AI Adoption Research: After the First PilotResearch-backed AI governance after the first pilot turns evidence into scale gates, ownership, controls, monitoring, net-benefit…Read article
Human adoption model for AI rollouts showing behaviour change, trust, manager reinforcement, training, feedback loops, governance, and adoption metrics.
BusinessHuman Adoption in Business Engineering: During AI RolloutsHuman adoption during AI rollouts means designing behaviour change, trust, manager reinforcement, training, feedback, governance, and…Read article
Cover image for How to run a weekly capacity review without enterprise planning software.
Capacity & ForecastingHow To Run A Weekly Capacity Review Without Enterprise Planning SoftwareMany teams wait too long to review capacity because they think they need better software first.…Read article
AI strategy readiness map for overloaded teams showing workload relief, use-case sequencing, governance, adoption capacity, pilot scope, and leverage metrics.
Artificial IntelligenceReadiness for AI Strategy And Business Leverage: When Teams Are OverloadedAI strategy readiness for overloaded teams means choosing use cases that reduce workload, control risk, protect…Read article
Readiness for SEO And Topical Authority In The AI Era: During AI Rollouts
MarketingReadiness for SEO And Topical Authority In The AI Era: During AI RolloutsDuring AI rollouts, SEO readiness means governing topic maps, AI roles, quality gates, existing-page improvements, internal…Read article