# From localized to systematic speed: How Spotify deploys AI in prototyping, strategy & maintenance w/ Tyson Singer #245

Page: https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/from-localized-to-systematic-speed-how-spotify-deploys-ai-in-prototyping-strategy-maintenance-w-tyson-singer-245
Text version: https://stenobird.com/podcast/the-engineering-leadership-podcast-743839/from-localized-to-systematic-speed-how-spotify-deploys-ai-in-prototyping-strategy-maintenance-w-tyson-singer-245.md
Podcast: [The Engineering Leadership Podcast](https://stenobird.com/podcast/the-engineering-leadership-podcast-743839)
Published: 2026-01-21T22:59:10+00:00
Episode link: https://sfelc.com/podcasts
Audio file: https://pscrb.fm/rss/p/afp-942744-injected.calisto.simplecastaudio.com/4d87e711-78c0-43f3-9633-fa05520e07f2/episodes/1bc8c65b-80e1-4685-ac59-7ce9557f10c2/audio/128/default.mp3?aid=rss_feed&awCollectionId=4d87e711-78c0-43f3-9633-fa05520e07f2&awEpisodeId=1bc8c65b-80e1-4685-ac59-7ce9557f10c2&feed=Z8Dl_qAv
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Duration seconds: 2668

## Resource

Tyson Singer (Head of Tech & Platforms @ Spotify) joins us to unpack how Spotify is transforming its product development lifecycle across creation, experimentation and maintenance to shift from "localized speed" to "systematic speed." We explore why the industry’s current obsession with the "Build It" phase of development is shortsighted, and how Spotify is aggressively deploying AI in the "Think It" (prototyping/strategy) and "Maintain It" (fleet management) phases. Tyson also details the internal tools driving this shift, including AiKA and Honk, and shares why the future of engineering relies on moving from I-shaped specialists to T-shaped generalists.

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## Transcript

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