AI-Native ClubBlog

London / Global

Executive training

Executive training

AI agents: building a business without technical hires.

Lisa Tan · Economics Design

Lisa JY Tan, founder of Economics Design, wanted to use AI agents but didn’t know where to start. Guided setup led to prototypes and an MVP for a crypto-payments business, built without hiring technical staff.

Lisa Tan
01

The challenge

She’d tried tutorials, meetups and weekend setup attempts. She needed help getting an agent working, understanding what it could do and recovering when something went wrong. The larger goal was to turn business ideas into working software, without hiring technical members of staff.

02

What we did

We worked through OpenClaw setup and taught Lisa how to describe tasks, supply context and investigate errors. The coaching also covered model choice, reusable skills and memory, so she could keep developing her own setup after the sessions.

03

Where AI improved the work

Lisa’s use expanded from getting an agent running to directing agents across her projects.

  • Prototype development

    Used AI agents to turn ideas into prototypes and develop an MVP for a crypto-payments business.

  • Reusable instructions

    Learned to direct agents with clearer tasks and skills, and to use errors as information for the next step.

  • Company knowledge

    Expanded into memory systems and company knowledge bases so agents could retain useful project context.

04

What changed

Lisa moved from uncertainty about agents to building with them herself. She developed prototypes and an MVP without technical hires and continued into more complex setups.

Hear it from Lisa JY Tan

Testimonial · 3:13

Speed

"Get someone like Elliott to work with you through the journey. In a couple of days, boom, you're set up and ready to explore what the future can look like."

Lisa JY Tan · Founder, Economics Design

Done With You
All results

Start with how your business works

What would you like
to take off your plate?

Show us the work. We’ll help you choose what to automate and how to get started.

Let’s find your workflow