From Claude training to a working agent loop at jakotako.design.
The studio built a loop for sourcing sales prospects and monitoring competitors. While working on the website, Oleksandr also developed a way to use Claude with the studio's own material.
Problem, solution, and result
The studio needed its own way to work with AI
The design studio wanted to work on its own tasks: finding potential clients, monitoring the market and developing its website. It needed a method it could use without building a full software team.
Each session ended with a working part of the process
The one-to-one work combined learning Claude with building. Sessions moved from a named task to a working element: finding potential clients, monitoring the market and website work.
For whom
This format fits an owner or specialist who wants to learn Claude by building a useful tool around a company workflow.
Training combined with building
- 01The studio's own workflow instead of a training exercise
- 02Claude used on the studio website
- 03An agent loop for sales prospects and competitor monitoring
- Client
- jakotako.design
- Scope
- One-to-one training and building
- Built
- An agent loop for sales-prospect sourcing and competitor monitoring
- Tool
- Claude in work on the studio website
- Continued use
- Sales impact assessed by the studio on its own data
Owner's role
The method stayed with the owner
Oleksandr can carry the method into the studio's next tasks. The owner chooses the contact and the next decision.
What was built
The loop sources sales prospects and monitors competitors within the scope set by the owner.
The result is a working agent loop and a practical method for building with Claude on the studio's own task.
Three concrete outcomes from the engagement
A working method with Claude
The participant worked on his own tasks and learned to review the result before use.
Sales-prospect loop
The tool sources sales prospects and supports competitor monitoring for the studio.
Website work
Claude was also used to develop the jakotako.design website during the engagement.
What was built
What Oleksandr took forward
The public testimonial covers one-to-one work; the list names the tools and format.
01One-to-one work with Oleksandr Usyk, co-founder and art director at jakotako.design. 02An agent loop for sourcing sales prospects and monitoring competitors. 03The studio website built with help from Claude.
Technical details and measurements
Working loop
Learning turned directly into a tool for the studio.
Each step described the job, built a working part, checked the result and improved the method. The studio left each session with a working element to use.
Input: sales-prospect sourcing, market monitoring and the studio website
One-to-one work on jakotako.design material
Agent loop: sales prospects and competitor monitoring
The owner takes the loop into ongoing work
Participant testimonial
I run a design studio, not an engineering team, and I still left with something working. We built an agent loop that pulls in leads and keeps an eye on the competition, and I put my own site together with Claude. It was hands-on, on my real work, not a talk about AI.

Want to assess a similar process in your company?
- A 30-minute call with the engineer who would lead the work.
- A review of the processes that cost you the most time and money.
- A written summary of what to automate first and the likely cost range.
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The scan chooses one process to assess, and within 2 business days you receive a recommendation, including when a simpler route is the better fit.