A magnifying glass enlarges a robot drawn with a dashed outline. A gear, documents, a checklist, and a shield circle it, while an arrow leads to three people discussing a clipboard.
POC-reviewed visual · version 2

Concept dictionary

AI Candidate

An AI candidate is a specific task or step that someone has flagged as a possible fit for AI and queued for examination — the process it sits in, the data it uses, the risks it carries, and who would review the result.

It records a question. It is not a recommendation yet.

Review state
Reviewed in POC
Freshness
Current
Version
3

Also called

  • ai-candidate

Remember it this wayA candidate is a question to investigate, not an answer already chosen.

In plain language

An AI candidate is an idea worth investigating, not a decision to use AI. The team still needs to understand the work, the information involved, the risks, and who will review the result.

Why it matters

Not every friction point is an AI opportunity.

Some friction is better handled through clearer process design, training, data cleanup, system configuration, or simpler automation.

Example

Summarizing long intake notes may be an AI candidate if the notes are reliable, privacy risks are understood, and a human reviews the summary before action is taken.

Common misconception

Calling something an AI candidate does not mean AI is the best solution. It means the idea has enough potential to examine without skipping discovery, risk review, or simpler alternatives.

Related terms

Not connected yet.

Sources

No sources recorded yet.

Learn more

No learning links recorded yet.

Reviewed in POC · last human review 2026-08-06 · content version 3 · visual version 2

Source and POC details

Source: learning-library/glossary/terms/ai-candidate/term.md

Source hash: sha256:dee43ca4d9615384679e57baf8d25f760942fe250fcf61a1549dc3bda359bf80

Media: POC-reviewed evidence; RS AI Learning Lab, Owned production asset.

Release: glossary-team-poc-0.5.5-2026-09-02 · not production approved