MEMO · TO leaders considering or already in a CAIO mandate · RE a five-dimension archetype and suitability score
Resources Chief AI Officer Personality Test
Are you suited to be a Chief AI Officer?
20 scenario-based questions across five dimensions, Technical Fluency, Strategic Vision, Risk & Governance, Change Leadership, and Commercial Acumen. Answer honestly and get your archetype, a suitability score out of 80, a per-dimension breakdown, and matched certifications for your weakest dimension.
Why this matters
The CAIO role is new enough that nobody agrees what 'good' looks like
The Chief AI Officer role is still pretty new and messy compared to other C-suite jobs, so there's no agreed checklist for what "good" looks like. People end up being judged on whatever slice of the job someone happens to notice, maybe their technical chops, maybe their ability to get a board on side, rather than the whole picture.
This test covers all five angles at once, so it can flag the gaps you might not see yourself, like being strong on the technical side but weak on making the CFO-facing business case, or vice versa.
It's not meant to be gospel, more a starting point to test against what colleagues actually think of you, with a suggested retake every six to twelve months to see if you're moving the needle.
Exhibit · What a credible CAIO closes
Adoption is ahead of the governance and strategy work a CAIO exists to own.
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63%
of companies using generative AI have no governance structure for the risk it creates, per McKinsey
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33%
have scaled AI company-wide, against 78% who use it frequently, per McKinsey
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60%
of AI projects are projected to be abandoned by 2026 for lack of AI-ready data, per Gartner
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5
dimensions this test scores, reflecting what CAIO search committees typically look for
Your result
Your CAIO archetype
Your five-dimension shape
Section 02 · What your score means
Your development plan · next 14 days
Section 03 · Score by dimension
Each question is scored 1 to 4 by how proactively it describes your instinct; the dimension score is the sum across its four questions. Status below reflects the dimension's score as a share of its own maximum: under 40% signals an emerging dimension, 40–70% is developing, above 70% is established.
Definition — Whether you can independently evaluate AI capability and risk, or depend entirely on others to tell you what to believe about a technology decision.
Why it matters — A CAIO who can't independently read a vendor's claims or a team's design choices is dependent on whoever spoke last in the room, on precisely the decisions the role exists to own.
Matched certification Generative AI Leader certificate (Google Cloud)
Definition — Whether you connect AI to business strategy and competitive position, or think about it one tool and one pilot at a time.
Why it matters — A portfolio of disconnected pilots reads as activity, not strategy, and it is the first thing a search committee or a board tests for.
Matched certification Artificial Intelligence: Implications for Business Strategy (MIT Sloan Executive Education)
Definition — Whether you build governance and risk controls proactively, or only react once something has already gone wrong.
Why it matters — Governance written after an incident is a post-mortem, not a control. The value of this dimension is entirely in the work done before anything breaks.
Matched certification AI Governance Professional (AIGP) (IAPP)
Definition — Whether you can bring a sceptical, anxious workforce along with a change, or rely on a mandate from the top to force adoption.
Why it matters — Deployments survive contact with a sceptical workforce or they don't. A mandate gets short-term compliance; it does not get the honest feedback a deployment needs to actually work.
Matched certification Change Management Certification (Prosci)
Definition — Whether you tie AI investment to numbers the CFO trusts, or measure success by enthusiasm rather than business impact.
Why it matters — Enthusiasm doesn't survive a budget review. A CAIO who can't produce a number the CFO trusts loses the argument for the next deployment before it starts.
Matched certification Artificial Intelligence for Business (Wharton Online)
Reference
This test is adapted for Praxora Lab from the original Chief AI Officer Personality Test at terencekok.com/resources/chief-ai-officer-personality-test › . For a scored diagnostic of your organisation rather than yourself, see the Organisational AI Readiness Quiz ›.
