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A 20-week AI roadmap in 3 weeks: 12 priorities for a Shopify Platinum agency

Client
Vaan Group
Industry
Creative agency
Engagement
3-week AI Readiness Assessment
Stack
n8n, Asana, Harvest, Slack
Agency team in a working session

The client

Vaan Group is a Shopify Platinum agency that blends high-end brand creative with enterprise-grade technology, for clients across luxury, lifestyle and DTC. In early 2026, Vaan was acquired by a larger digital experience company, adding new operational complexity in the same quarter.

The challenge

Vaan’s operations weren’t broken. They were built for a smaller company, and the gap between how things worked and how they needed to work widened with every new project.

Leadership knew automation was part of the answer. What they lacked was a way to decide which workflows were ready for AI, which needed process redesign first, and which were better left alone.

The output is a single sequenced roadmap, not a generic audit.

The engagement

We ran a 3-week AI and Automation Readiness Assessment across four teams: Sales, Design, Project Delivery and Strategy.

  • Week 1, discovery. Leadership interviews, process mapping of core workflows, and an audit of the tools and integrations between them.
  • Week 2, opportunity analysis. 16 automation candidates, each scored on senior hours returned and build effort, plus AI readiness scoring.
  • Week 3, roadmap. 12 priorities sequenced into three phases over 20 weeks, with build-vs-buy calls and an executive presentation.
Strategy presentation in progress

What Vaan walked away with

A ranked inventory of 12 automation priorities, each with an effort estimate and a build-vs-buy call. A defensible AI readiness baseline across four teams. A shared language for which problems are AI-shaped and which need process work first. And a 20-week plan, phased so each stage produces the data the next one depends on.

“VAAN has experienced rapid growth over the past 12 months, reaching a point where our old ways of working no longer served us or our clients as effectively as we desired. They were tremendously helpful in diagnosing the specific pain points various departments and functions at VAAN were experiencing and how thoughtful automated solutions could streamline them.”
Chuong Nguyen-ThanhCOO, Vaan Group
16automation candidates surfaced
12priorities sequenced over 20 weeks
Richard Emanuel Want a build like this for your team?Talk to Rich about how it would work in your stack. Book a call

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