AI Systems / Growth Engineering

AI in the
Pipeline

A Leading Online Education Platform Ongoing Engagement: Embedded Lifecycle Engineering Team
3 AI stages running in production
Hours → Minutes Pre-send QA cycle
0 Autonomous sends - every send is approved
Preview

Most “AI in marketing” pitches point the model at the part of the job people enjoy - the idea, the headline, the creative - and leave the tedium untouched. That gets the trade backwards.

The full study covers the three AI stages running in production - scoring, content generation and automated QA - the internal agents built alongside them, and the eval and holdout discipline that keeps any of it trustworthy.

Protected case study

The rest of this one is private.

Our work here covers internal architecture, tooling and numbers, so the full write-up is shared on request rather than published openly. Email us and we’ll send the passphrase - usually the same day.

No passphrase?
Request access →

One passphrase unlocks every study in this program.