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Building Resolution Bot: How to apply machine learning in product development

Intercom, Inc.

Late last year, I spoke at the Predict Conference on how we built Resolution Bot, our intelligent support chatbot that can instantly resolve common questions. New software engineers quickly learn that a lot of complexity arises from error handling. We can’t assume the ML will always perfectly do what we want.

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Finding & Nurturing Top Talent | Elpie Bannister & Alex Yang | BoS Europe 2019

Business of Software Conference

So, whether that’s drug delivery in Ethiopia, cash transfers in Kenya, or maternal services in Bangladesh, we want them to be able to say that the amount of money that was spent resulted in exactly how many individuals were treated. Our precision data helps our partners maximise the impact of the resources that they are committing.

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What 14 startup investors and advisors taught us about chasing (and finding) product-market fit

Mixpanel

And beyond the anecdotal, an often-cited 2019 study CB Insights found that “no market need” was the leading reason most startups don’t succeed. To find some answers, we asked some of the smartest people we know for fresh insights —experts on product-market fit across different industries and geographies who’ve seen it again and again.