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Case study · Diagnostic + AI Coaching

A solo agency founder went from never touching Claude
to running it daily. And building her own skills.

A solo founder running a UK-based talent agency. Identifying details abstracted for privacy.

Daily use

Claude is now part of her workflow

Self-serve

Builds her own skills

Solo founder

No team to delegate to

The problem

A growing solo-run talent agency. She knew AI should be helping her run the business, onboarding new artists, drafting contracts, handling the repetitive client-facing work, but she hadn't actually used Claude before. The barrier wasn't curiosity. It was figuring out where to start without burning a week on tutorials that didn't map to her actual day.

Step 1: Workflow Diagnostic

Before touching any tool, we mapped where AI could actually move the needle for her agency. Which workflows were repetitive enough to automate, which were too judgement-heavy, and which were coaching-shaped vs. build-shaped.

The diagnostic surfaced the right starting wedge: the onboarding-document workflow, and the daily Claude-as-thinking-partner habit. We deferred everything else.

Step 2: 1:1 AI Coaching

Sitting next to her, working through her real artifacts:

  • • Claude Cowork installed and set up on her machine
  • • Folder system for projects, context docs, and reusable prompts
  • • Real reps on her own work, including a contract-negotiation walkthrough end-to-end
  • • Co-built a custom Claude skill that automates her artist-onboarding document

The onboarding skill is the proof-of-fluency artifact, once she could build one with me, she had the foundation to build more on her own.

The outcome

  • • Uses Claude daily as part of running the agency
  • • Has a working onboarding-document skill she can extend
  • • Understands where AI fits in her business and where it doesn't, no more "should I be using AI for this?" anxiety
  • • Equipped to keep extending her own workflows as the agency grows
I feel so much more confident using Claude now that I actually understand how it works. The most valuable part was learning to work inside folders in Cowork, and using Claude itself to help me build better, more efficient prompts. If it disappeared tomorrow, the first thing I'd miss is the time it saves me.Founder, UK talent agency

What was used

Workflow Diagnostic · Claude Cowork · custom Claude skill · 1:1 AI Coaching sessions.

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