The Standard · Working with agents
Governing autonomous AI
Sets the rules, oversight and accountability for AI that acts on a team's behalf.
You set rules, oversight and accountability when agents act for a team across operational, financial or regulated work. An assistant maps controls and prepares records but may mislead you by inventing approvals, hiding uncertainty or widening authority.
The exam for Governing autonomous AI is not open yet. A skill opens once its questions are approved and tested.
What it measures
Whatever the skill, the exam rates your work in the same six areas of the Standard. Three are for the value you get from the assistant, and three for the control you keep. Each area gets one of 4 ratings (Emerging, Developing, Proficient, Accomplished). For Governing autonomous AI, a strong performance looks like this. What each area includes and excludes.
Value
What you get from the assistant: how far it takes the work, how well you brief it, and the piece you hand in.
- Reaching further
You extend governance beyond routine cases by surfacing stakeholder impacts, failure modes and escalation needs for autonomous decisions.
Using the assistant to produce work beyond what you could have produced alone, rather than the same work faster.
- Briefing the assistant
You brief the assistant with the governance context, decision rights, evidence needs and escalation conditions required for the work.
Giving the assistant the reader, purpose and source facts the work depends on, and the form, length and contents you need back.
- The finished piece
You turn the assistant's output into an approved governance record with controls, owners, evidence and usable follow-up actions.
Turning the assistant's output into something a colleague could use: editing it, combining it and adding original thinking.
Control
What you keep in hand: checking its work, keeping information safe, and deciding what stays with a person.
- Checking its work
You check the agent's recommendations, approvals and risk claims against policy, records and named accountable owners.
Checking the assistant's claims, figures and assumptions against the source before the work is used.
- Safety and confidentiality
You keep personal, confidential and restricted information, plus unsafe autonomous actions, out of the agent's brief and output.
Handling confidential and personal data, seeing compliance, ethical and reputational risk, and declining unsafe requests.
- Knowing what to delegate
You assign low-stakes actions to the agent and retain consequential decisions for named human approvers.
Deciding what to hand to the assistant and what to keep, and at what stakes, before any output exists.
What you do in the exam
Every skill of the Standard is examined the same way, at the same pass mark, in the Applied AI Badge. Two tasks with the assistant and two sets of questions, over 15 minutes. You do real work with an AI assistant beside you, hand in what you would send, then answer follow-up questions about your own work.
- 01
A governance register from an agent workflow, its decision rights, controls and escalation points.
- 02
A human-oversight plan from contrasting agent uses, stakes and failure consequences.
- 03
An accountability record from an autonomous action, evidence trail and required approval.
These are the kinds of task the exam sets. Your exam draws its own from a bank the Examination Board has approved.
- Exam
- Applied AI Badge
- Price
- US$19
- Length
- 15 minutes
- Attempts
- One for each purchase, then a 7-day wait
What the badge certifies
What an employer reads
Passed an Institute exam in governing autonomous AI. They briefed the assistant with agent boundaries, caught false approvals, and delivered an auditable oversight record.
You earn it in one exam, never by finishing a course.
- Name on the certificate
- Applied AI Badge: Governing autonomous AI
- Who it is for
- AI governance leads, risk managers and programme directors who set controls for autonomous systems.
- Valid for
- 2 years, then renew
- Verification
- Every badge has a public verification page an employer can open, and a place in the public register if you choose it.
- Marked by
- An AI examiner marks your work against a marking guide and quotes your own words as evidence. A person checks anything borderline.
Near it in the Standard
This skill applies to any job, so it sits in the Standard's core rather than in one function.
- Judging levels of AI autonomy
Tells assistance from automation from autonomy, and matches the level to the stakes of the task.
- Building custom assistants
Sets up a purpose-built assistant with the right instructions, knowledge and guardrails for a team's work.
- Connecting AI to your tools
Chains AI with the documents, data and software a job already runs on, safely.
- Delegating work to agents
Hands multi-step work to AI agents with clear goals, checkpoints and a human decision where it matters.
Practise it before you pay for it
Practice is free (up to 50 sessions a day) and shaped like the exam, with a coach that tells you what to change. It never counts towards a credential, and an exercise you practised is kept out of your exam.
Want to learn it first? AI+ At Work: Advanced covers this skill. No book is required to pass.