JTS

Building practical digital systems around real problems.

JTS is expanding its work beyond trading technology into product research, automation, and practical AI-assisted systems. Our current research initiative studies where AI creates measurable operational value for small businesses—and where the hype does not.

What JTS is doing now

We research first, test assumptions with real users, and build only when a problem demonstrates enough evidence to deserve a product.

01 — Research

Product Research

Structured research into operational problems, customer needs, and commercially useful digital solutions.

02 — Systems

AI & Automation

Exploring practical workflow systems that reduce repetitive work while preserving appropriate human judgment.

03 — Existing Business

Trading Education & Tools

Our established trading education and strategy products continue through James Trading University.

Research Lead

James Edwin

James leads the current JTS product-research initiative, focused on testing practical AI and digital workflow concepts against real customer needs before products are built.

Current research

AI Workflow Adoption in Boutique Agencies

We are currently researching the gap between experimenting with tools such as ChatGPT, Claude and Gemini and turning them into repeatable, trustworthy business workflows.

View the study