Why experimentation teams should optimise for rate of learning, not just win rate
Win rate is a lagging indicator. Teams that optimise for learning velocity make better decisions and find more commercial upside over time.
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Thoughts on experimentation, product strategy, growth, AI in product teams, travel tech, search and marketplace optimisation.
How AI changes product discovery without replacing judgement
AI can accelerate synthesis, exploration and insight access—but product discovery still depends on judgement, context and commercial prioritisation.
Read article →Why travel search and sort is a product problem, not just a data science problem
Search and ranking in travel marketplaces sit at the intersection of customer intent, commercial strategy and technical capability—and product leadership is what connects them.
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