Vendor lock-in
A condition in which an agency's data or systems become dependent on a single AI vendor's proprietary format or platform in a way that makes switching vendors difficult or costly, a condition M-25-22 specifically directs agencies to avoid through data portability and interoperability contract terms.
Defined in 3 GAGE programs, which carry 4 distinct definitions of it. The wording above is taught in The AI Lobbyist: Certified AI Policy Strategist.
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.
A condition in which an agency's data or systems become dependent on a single AI vendor's proprietary format or platform in a way that makes switching vendors difficult or costly, a condition M-25-22 specifically directs agencies to avoid through data portability and interoperability contract terms.
The condition where switching away from a vendor is prohibitively costly (proprietary data formats, deep integration, platform-only skills, no portability terms), so an organization keeps paying unfavorable terms because leaving costs more.
Becoming trapped with a provider because your data lives in a proprietary format or the switching cost is prohibitive; prevented by confirming data ownership, export ability, and an exit path before you depend on a tool.
The condition of excessive, costly dependency on a single vendor due to proprietary data formats or licensing terms,
Where it is taught
The exact lessons this term appears in. The first module of every program is free with a free account.
- Managing AI Systems Without Dedicated IT Staff · Bonus: SMB AI Adoption Path, Certified AI Practitioner: Workplace Foundations
- U.S. Federal AI Requirements: M-25-21, M-25-22, Inventories, and Implementation · AI Law in Practice: The Compliance-to-Persuasion Toolkit, The AI Lobbyist: Certified AI Policy Strategist
- The CIO, CISO, and CPO Conversation Pack · Procurement and Government Decision Architecture, The AI Lobbyist: Certified AI Policy Strategist
- Build vs Buy vs Partner · Technology, Platforms and Vendors, Certified AI Transformation Professional (CATP)
Where it shows up at work
A definition is where Vendor lock-in 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.
Tracks executive orders, OMB guidance, agency rules and the state patchwork, and knows which state laws reach hiring, insurance and consumer decisions.
One lesson on this page teach it as a primary outcome.
Plans for a vendor failure, an unsafe model change or a suspended service: rollback, manual fallback, data export and safe decommissioning.
One lesson on this page teach it as a primary outcome.
Interviews, facilitates, challenges and secures action across legal, security, product and business teams without owning every decision.
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.
- AI Policy Analystneeds it at depth · 7 open postings this week
- VP of AI Governance and Ethicsneeds working knowledge
- AI Regulatory Counselneeds it at depth · 14 open postings this week
- AI Incident Response Leadneeds it at depth · 1 open posting this week
- Senior AI Compliance Analystneeds working knowledge
- AI Compliance Managerneeds working knowledge · 2 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: OMB M-25-21 and M-25-22; Colorado SB 24-205; NYC Local Law 144; DORA.
One interview question about it
A US company operates in several states. How do you track which state AI laws apply to which systems, and what changes when a new one passes?
Asked of candidates for us federal and state ai regulation. 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.
- Policy, legislative and government affairs staff carries it as a claim to back up: You follow federal and state developments already.
- A public policy, political science or international relations degree carries it as a claim to back up: US federal and state process is familiar; the AI statutes are new.
- Cybersecurity and IT carries it as a claim to back up: Continuity and recovery planning are part of the job.
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.