<ul><li>To achieve AI success, focus on understanding users' business and workflows deeply.</li><li>Best AI features are born from a profound insight into user experience.</li><li>Start with understanding user operations before AI capabilities to ensure value and feasibility.</li><li>The User-First AI Framework emphasizes understanding user workflows for SaaS products.</li><li>Identify opportunities for improvement in each step of the user workflow.</li><li>Use subjective quality bar hypotheses to gauge potential improvements.</li><li>Iterate through building, testing, and learning to refine AI solutions with real users.</li><li>Ensure user adoption through systematic evaluation and testing.</li><li>Collaborate closely with model developers to align on user value and technical feasibility.</li><li>Focus on delivering user value consistently and scale up with systematic evaluation.</li></ul>

The Foundational Work Behind AI Success Most Teams Skip

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