AI Engineering / MarTech Automation

AI Email
Builder Agent

A Leading Online Education Platform 2025 — 2026 Engagement: Embedded Lifecycle Engineering Team
~90% Faster design → deployed template
Days → Minutes Build cycle per email
100% Design-system compliance by construction
Preview

Every lifecycle email on the platform starts as a Figma frame and ends as an assembled template inside Iterable. Between those two states sat a designer, a marketer, and usually a developer - plus a review cycle where “the padding is four pixels off” was a legitimate blocker to shipping.

The full study covers the Claude pipeline behind it - Figma MCP in, AWS asset handling in the middle, Iterable MCP out - the component registry that makes the output trustworthy, the LCM playbook encoded into the tool, the guardrails that keep it out of trouble, and how it was packaged so non-engineers could run it without a terminal.

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.

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