In this clip, I share with Rym Benchaar what most leaders miss about AI: the first real leverage often shows up outside core engineering.
For us, the early impact wasn’t only in delivery pipelines. It showed up in proposals: how we structured them, how we clarified positioning, and how we measured campaign performance. Especially when budgets were tighter and speed became non-negotiable.
AI didn’t replace thinking. It forced better thinking. Less friction in preparation: more clarity in execution. Faster cycles: without losing accountability.
If you’re a CTO, founder, or tech leader trying to understand where AI creates real business leverage beyond code generation, this cut is a practical perspective grounded in execution, not hype.
Watch the full clip, and let’s continue the conversation: where did AI create the first measurable impact in your business?
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