Marin Design / Advisory

Advisory for
AI-native
engineering.

We help engineering leaders navigate the shift to AI-native development. A small number of enterprise engagements each year.

Get in touch Read our approach
01 / Approach

AI doesn't replace good engineering practice — it amplifies whatever practice you already have.

The orgs that get the most out of AI tooling are the ones who are clearest about how their teams already think, decide, and ship. We help leaders sharpen that clarity, then design the tools, workflows, and team structures around it.

Engagements are deliberate, hands-on, and small in number by design. We work as a senior collaborator inside your org — not a slide deck from the outside.

02 / Practice

Three engagement types.

  1. 001
    Strategy
    Advisory
    Set a clear direction for AI-native development across your engineering org — from adoption roadmaps to investment priorities and measurable outcomes.
  2. 002
    Tooling
    Adoption
    Evaluate, select, and integrate the AI development tools that hold up at enterprise scale — with the guardrails and workflows to make them stick.
  3. 003
    Team Design
    Org Design
    Reshape teams, roles, and ways of working for a world where AI is a first-class contributor to the codebase.
03 / Inquiries

Tell us what you're working on.

We take on a small number of engagements each year. Share a few details and we'll be in touch.

What's on your mind?