Cadence
The fixed rhythm of the practice (same day, same length, same shape) that turns effort into habit until the hour runs on rails and no longer depends on motivation. Distinguished from intensity; a modest cadence sustained beats a high intensity abandoned.
Defined in 4 GAGE programs, which carry 9 distinct definitions of it. The wording above is taught in Certified AI Governance Professional (CAIGP).
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 fixed rhythm of the practice (same day, same length, same shape) that turns effort into habit until the hour runs on rails and no longer depends on motivation. Distinguished from intensity; a modest cadence sustained beats a high intensity abandoned.
The planned multi-touch follow-up sequence (how many touches, how far apart, what each adds), designed once and reused; the fourth REACH step and the one AI makes newly possible for a one-person operation.
The heartbeat of an initiative's risk process, in three components. Continuous trigger watching, a rhythmic review at the decision tempo, and event driven scrutiny at gates, material changes and closure.
This topic's term for the frequency at which a given monitoring source or layer is checked; Section 3F sets daily, weekly, and event-triggered tiers.
How often drift signals are checked, which must be fast relative to how quickly the model could cause unacceptable harm. Checking a fast-rotting model annually is equivalent to not checking it.
Where it is taught
The exact lessons this term appears in. The first module of every program is free with a free account.
- AI-Powered Outreach: Personalized Messaging and Proposal Automation · Bonus: SMB AI Adoption Path, Certified AI Practitioner: Workplace Foundations
- Model drift: detecting the quiet degradation nobody reports · Evaluation and Trust, Certified AI Governance Professional (CAIGP)
- The weekly frontier hour: a sustainable practice for staying current for a career · Staying Current: The Frontier Discipline, Certified AI Governance Professional (CAIGP)
- Continuous AI Monitoring: Your Dashboards, Feeds, and Update Discipline · Positioning as the AI Point Person, The AI Lobbyist: Certified AI Policy Strategist
- The Stakeholder Map and Engagement Strategy · Stakeholder Architecture and Relationship Building, The AI Lobbyist: Certified AI Policy Strategist
- Risk discovery and horizon scanning · Risk Identification, Scenarios, and Assessment, Certified Enterprise Governance, Risk and Compliance Professional (CEGP)
- Vulnerability management as an owned program · Cybersecurity Governance and Operational Resilience, Certified Enterprise Governance, Risk and Compliance Professional (CEGP)
- Risk strategy and planning for initiatives · Project, Program, Change, and Transformation Risk, Certified Enterprise Governance, Risk and Compliance Professional (CEGP)
- Continuous improvement and future-proofing · Governance, Risk and Compliance Leadership and Operating Model Transformation, Certified Enterprise Governance, Risk and Compliance Professional (CEGP)
Where it shows up at work
A definition is where Cadence 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.
Sets performance metrics, thresholds and review triggers after launch, and treats a model change, a vendor update or new data as a reason to re-check.
2 lessons 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.
2 lessons on this page teach it as a primary outcome.
Convenes partners across industry, civil society and government, keeps a stakeholder map current, and gets many parties to one position.
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.
- Model Risk Managerneeds it at depth
- Chief Audit Executive, AI audit editionneeds working knowledge
- Chief Technology Officer, AI engineering editionneeds working knowledge
- VP of AI Governance and Ethicsneeds working knowledge
- AI Incident Response Leadneeds working knowledge · 1 open posting this week
- AI Auditorneeds working knowledge · 9 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: EU AI Act Article 72; NIST AI RMF MEASURE 3 and MANAGE 4; ISO/IEC 42001 Clause 9.
One interview question about it
A model has been in production for a year. What do you monitor, what threshold triggers a review, and who gets the alert?
Asked of candidates for post-deployment monitoring and drift detection. 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.
- Model risk, credit risk and quantitative analysis carries it as a claim to back up: Performance monitoring thresholds are familiar.
- Policy, legislative and government affairs staff carries it as a claim to back up: Coalition and stakeholder work is the day job.
- A public policy, political science or international relations degree carries it as a claim to back up: Stakeholder mapping is a standard exercise.
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.