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  • September 3, 2026

ByteBrew Brings Live Operations into App Developers' AI Workflows

ByteBrew, providers of a mobile platform to analyze, operate, and grow mobile apps, has enabled Operate, its live operations stack, to run natively inside Shift AI, its real-time app intelligence Model Context Protocol (MCP) server.

With Operate built in, the conversation that surfaces a problem is now the same conversation that fixes it. A studio points Shift AI at what needs to change, and a single message deploys live updates through ByteBrew's Remote Configs and A/B Tests to users everywhere.

With Operate inside Shift AI, studios can define experiences by segment, down to the screen itself, and ship it instantly. They can also tune a first-time user experience for one cohort, adjust pricing or offers for another, and move a lower-spending user toward ad-supported monetization instead. Each result gets measured, and the pattern repeats across dozens of configurations.

"Mobile sets the pace for digital advertising. In a market this competitive, the teams that adapt fastest are the ones that stay relevant," said Kian Hozouri, co-founder and chief operating officer of ByteBrew, in a statement. "Our platform already gives studios the most complete picture of what is happening inside their apps, down to which moment in a session is losing users or which offer is landing flat. Putting Operate inside Shift AI sets the stage for a new level of personalization, where every user gets a version built for them rather than the version built for everyone."

"Discovering insights in your data is revenue waiting to be captured," said Cameron Hozouri, CEO and co-founder of ByteBrew, in a statement. "The next step is shipping the fix to users, individually, at scale. The Operate layer gives studios the tools to act on insight instantly, whether that is a config edit, a segment-specific offer, or a different price for a user who needs a different nudge to convert. No release cycle, no app store review. Less process, more time building the app users actually want."

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