Concession
The act of accepting that a decision cannot be defended, naming the gap plainly, logging the amendment, and committing to a fix with an owner and a date. Conceding the indefensible is what earns the credibility to defend the defensible. A concession is distinct from a settlement: it is meant to improve the file, not merely end a dispute.
Defined in 3 GAGE programs, which carry 4 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 act of accepting that a decision cannot be defended, naming the gap plainly, logging the amendment, and committing to a fix with an owner and a date. Conceding the indefensible is what earns the credibility to defend the defensible. A concession is distinct from a settlement: it is meant to improve the file, not merely end a dispute.
A professional, structured amendment to a governance artifact that names an exact gap, states what is currently known and not known, and commits an owner and a date to closing it, distinct from either an unbounded apology or a defensive minimization of the finding.
A one-sentence, honest statement of exactly what is and is not true about a finding, avoiding both denial dressed as defense and over-conceding a finding your own evidence actually answers.
A viva answer to a challenge that lands outside your evidence, where the decision was wrong, the control was untested, or the artifact does not exist. A clean concession admits the gap plainly, names the risk it created, and names a concrete remediation. Conceding the genuinely indefensible is a display of command, not weakness.
Where it is taught
The exact lessons this term appears in. The first module of every program is free with a free account.
- The Defense Method · The Capstone: Deploy and Defend, Certified Agentic AI Governance Professional (CAAGP)
- Your lineage map under attack: the red team finds the gap you papered over · Adversarial Data Governance, Certified AI Data Governance Professional (CADGP)
- Defending the file: the live challenge and the amendments you concede · Adversarial Governance, Certified AI Governance Professional (CAIGP)
- The viva: defending your command live against the examiner · The Capstone: The Board Audit and Viva, Certified AI Governance Professional (CAIGP)
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.