Supervise AI Robots at Work: Test, Run, Decide
Run a fair robot pilot, read fleet numbers, escalate the right problems and decide buy, rent or wait. No robot needed. 8 lessons, first 2 lessons free.
Robots that do more on their own still need people around them. Amazon says that at its “next-generation fulfillment center” in Shreveport, Louisiana, in the US, “advanced robotics require 30% more employees in reliability, maintenance, and engineering roles”. The International Federation of Robotics writes that AI-driven autonomy “fundamentally changes the safety landscape, which makes testing, validation, and human oversight much more complex—but also more necessary.”
This course teaches that oversight, with no robot and no code. You give each robot task an autonomy level and decide which steps need a person’s yes. In Lesson 2 you score a sample robot pilot in a spreadsheet: full-job success, interventions per hour, and a go, no-go or extend decision against thresholds you wrote before looking. Then you plan a pilot in stages, read a fleet’s numbers and write a near-miss report, introduce a robot to the people around it, compare buying, a subscription and waiting from your own quotes, and map the roles that lead to robot work. It doesn’t replace your employer’s safety training, the maker’s instructions or a qualified risk assessment.
You finish the Robot Brief you started in AI Robots for Beginners: How They Work (first 2 lessons free) and built through Instruct an AI Robot in Plain Language (first 2 lessons free), Teach a Robot by Demonstration (first 2 lessons free) and AI Robot Safety and Security at Work (first 2 lessons free): its last block, and a decision you can explain. No brief yet? A one-line robot task of your own is enough to start.
What You'll Learn
- Apply an autonomy level and approval rules to each task of a robot job, with the stop kept in a person's reach
- Calculate a robot pilot's full-job success and interventions per hour from its log, and decide go, no-go or extend against thresholds set before the data
- Design a staged pilot in which every stage has a gate and a stop criterion written as a number or a yes-or-no test
- Analyze a fleet's numbers to decide what to escalate now, what to watch and what to fix locally, and write a near-miss report that looks for root causes
- Explain a robot honestly to the coworkers, patients, guests or parents around it, with its rules and a feedback channel
- Compare buying, a subscription and waiting over three years from your own written quotes, with the questions a price doesn't answer
After This Course, You Can
What You'll Build
Course Syllabus
Prerequisites
- AI Robot Safety and Security at Work, or a Robot Brief with a safety block, or a one-line robot task of your own
- A web browser, and a spreadsheet or paper. No robot and no code
- Optional: an AI chat assistant on a free plan, for drafts you check line by line
Who Is This For?
- Supervisors and managers of warehouses and factories that run robots or are about to pilot one
- Facility, hotel and care managers who answer for robots in shared spaces
- Small-business owners deciding whether to buy a robot, subscribe to one or wait
- Career changers aiming at robot operations, from pilot to technician
- Graduates of the earlier courses in this path, ready to finish their Robot Brief
Frequently Asked Questions
Do I need a robot, or to know how to code?
No. Every required exercise is done in a spreadsheet or on paper, on your own Robot Brief or on samples we wrote. An AI chat assistant on a free plan helps with some drafts, and each has a version you write by hand. If you have a robot at work, the capstone shows how to run the same checks on real trials.
Does this course replace safety training or a risk assessment?
No. It doesn't replace your employer's safety training, the maker's instructions or a qualified risk assessment. It teaches the supervisor's side: who approves what, how to score a pilot honestly, when to stop it, what to escalate and how to report a near miss.
Does it give robot prices or tell me which robot to buy?
No. Lesson 6 compares buying, a subscription and waiting from quotes you collect yourself, and lists the questions a price doesn't answer, from uptime to what happens when a model is retired. The course recommends no robot and no maker.
Which countries' rules does it cover?
US and EU facts, each labelled with its country: in the US, OSHA's guidance and reporting rule, the FCC's rule for buyers of foreign-produced mobile robots and the Labor Department's job pages; in the EU, the AI Act's duties for high-risk AI systems with the dates they apply, and the EU's job classification. Elsewhere, the lessons send you to your national workplace-safety authority or employment service.
Should I take the earlier courses first?
AI Robot Safety and Security at Work helps most: this course builds on its stops, its people rule and its rules map. The earlier courses give your Robot Brief its first blocks. A one-line robot task of your own is enough to start without them.
Is this course free?
Lessons 1 and 2 are free with a free account. The rest of the course and the certificate come with Pro.
Will I get a certificate?
Yes, with Pro: finish every lesson and score at least 70% on the quizzes for a verifiable certificate.
How long does it take?
Eight lessons; the course page shows the total time. Lesson 2 gives you a scored robot pilot and a go, no-go or extend decision you can explain.
