Handoff
The transfer of control or decision authority from an automated system to a human operator, or from one operator to another. A safe handoff requires not just the transfer itself but clear, timely, and unambiguous information that lets the receiving party act correctly; a technically correct handoff with a poorly designed interface can still result in failure, as documented in the Air France 447 case.
Defined in 3 GAGE programs, which carry 5 distinct definitions of it. The wording above is taught in Engineering Judgment and Professional Formation.
How each discipline defines it
The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.
The transfer of control or decision authority from an automated system to a human operator, or from one operator to another. A safe handoff requires not just the transfer itself but clear, timely, and unambiguous information that lets the receiving party act correctly; a technically correct handoff with a poorly designed interface can still result in failure, as documented in the Air France 447 case.
The act of one agent transferring control of a task to another agent. In the sequential pattern the handoff points are fixed in advance; in the supervisor pattern the handoff is decided by the coordinating agent; in the swarm pattern the handoff is negotiated dynamically among agents, triggered by a condition (such as confidence or scope) that is often not fixed in advance.
A transition of work between two owners, written as "from X to Y". Handoffs do not appear on an organization chart because they are not people, which is why they are the most reliably unowned thing in a large organization.
What one verb owes the next so that the next can complete. Work is more often lost at handoffs than inside verbs, and the most commonly broken one is GOVERN to ASSESS.
A point where work passes between people, teams, systems or entities. Where completeness fails, because each side may believe the other is checking.
Where it is taught
The exact lessons this term appears in. The first module of every program is free with a free account.
- The Three Patterns · Multi-Agent Governance, Certified Agentic AI Governance Professional (CAAGP)
- The six verb operating cycle · Your First Week in Governance, Risk and Compliance, Certified Enterprise Governance, Risk and Compliance Professional (CEGP)
- GRC failure patterns · Integrated Governance, Risk and Compliance and Enterprise Context, Certified Enterprise Governance, Risk and Compliance Professional (CEGP)
- Walkthroughs and test design · Internal Audit, Assurance, and Evidence, Certified Enterprise Governance, Risk and Compliance Professional (CEGP)
- Famous robot and automation failures and what really caused them · Failure Analysis, Learning From How Robots Break, Engineering Judgment and Professional Formation
Where it shows up at work
A definition is where Handoff starts. The lessons above teach it inside the competencies below, which are what job descriptions ask for and what the GAGE credential records. Every link here is drawn from the same careers map that builds a role's readiness check.
Maps risks to preventive, detective and corrective controls, then tests design and operation with samples, evidence and defensible findings.
One lesson on this page teach it as a primary outcome.
Scopes an AI audit, sets criteria, samples, interviews, tests, writes findings with condition, criteria, cause, effect and recommendation, and tracks remediation.
One lesson on this page teach it as a primary outcome.
Measures whether governance works: inventory coverage, owners named, overdue reviews, incidents, approval times, not how busy the committee is.
One lesson on this page teach it as a primary outcome.
Roles that hire for it
Each role page shows the full competency set, what the seat decides, and a readiness check against your own evidence.
- Chief Audit Executive, AI audit editionneeds it at depth
- AI Auditorneeds it at depth · 9 open postings this week
- Senior AI Compliance Analystneeds working knowledge
- AI Compliance Managerneeds it at depth · 2 open postings this week
- AI Compliance Specialistneeds working knowledge · 1 open posting this week
- AI Governance Engineerneeds it at depth · 7 open postings this week
How job descriptions say it
Postings rarely use the textbook word. These are the phrases the careers map reads as asking for the competencies above.
Where the frameworks place it: COSO; ISO/IEC 42001 Annex A; Global Internal Audit Standards; ISO/IEC 42001 Clause 9.2.
One interview question about it
Pick one AI control and tell me how you would test that it operated all year, not only that it was designed.
Asked of candidates for control design and operating-effectiveness testing. Answering it in your own words is exactly how a GAGE topic is passed, and the credential records the pass where an employer can check it.
If you come from another field
Some backgrounds already carry this competency, and the readiness check gives credit for it.
- Compliance and regulatory affairs carries it as work you can show: Control mapping and testing evidence exist in your files.
- Internal audit and IT audit carries it as work you can show: Tests of design and operating effectiveness are the core skill.
- Operations, claims, customer service and administration carries it as a claim to back up: Identifying process risks and quality checks is control thinking.
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.