54 - How Dropbox Measures Real AI Impact with Ali Dasdan

In this episode, Matt sits down with Ali Dasdan, Chief Technology Officer at Dropbox, to trace his winding path from early neural network research to leading engineering at one of the world's largest storage and collaboration platforms. Ali shares how Dropbox is embedding AI into nearly every part of the business, from an internal tool that helped one engineer complete 900 migrations in two weeks to Dash AI, a system built to surface work context across scattered data sources. The conversation digs into how Dropbox evaluates new AI tools, measures engineering impact through frameworks like DX Core metrics, and balances speed with security and customer trust. Ali closes with candid predictions on where AI is headed next and a simple piece of leadership advice: stop overthinking and just start.