Manish Singhmanishsinghkumar.in
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AI-operated business · AI literacy and brain health

An AI-run course business

An AI agent operates a live course site in logged sprints while every business decision stays with me.

60sprints logged
31posts live
4paid courses

Why it exists

I wanted to test a claim I make to clients: that AI can run recurring operational work if the boundaries are designed first. So I built a real business to run that way. unai-labs.com sells plain-language courses on AI literacy, neuroplasticity and brain health.

What was built

  • A WordPress, Tutor LMS and WooCommerce store with four paid courses and a blog across three content pillars.
  • An agent operating model: each sprint starts by checking the live site against the log, does the highest-value unblocked work, and ends by updating a running backlog.
  • A full content audit every fifth sprint: posts, courses, products and pages checked against the live site.
  • A decision backlog that separates what the agent may do from what only I may decide.

What is still open

The payment gateway is not yet connected, by design: it needs my credentials. Four finished blog posts wait for an admin session the agent is not allowed to create for itself.