Nothing bans an AI notetaker from a disciplinary meeting or an accommodation discussion — but the same tool that's routine in a status update is handling materially more sensitive information here.
Short answer
Generally, yes, subject to the same disclosure and vendor-accountability rules that apply to any other workplace AI tool — but an HR meeting raises the stakes on both. The information is more sensitive, and an employee's ability to meaningfully refuse consent inside that relationship is weaker than it would be for an ordinary customer.
An AI notetaker doesn't just create a transcript — it hands that transcript to whichever vendor built the tool, for processing. PIPEDA's vendor-accountability clause still governs that transfer: the organization “shall use contractual or other means to provide a comparable level of protection while the information is being processed by a third party.” A transcript of a disciplinary conversation or an accommodation discussion is a materially more sensitive record than a routine meeting summary, and the contract with the notetaking vendor should treat it that way.
“Employee consent to data collection is not the same as customer consent. Courts and privacy regulators are wary of consent given inside an inherently unequal employment relationship, especially where refusing could jeopardize someone's job.” An employee told an AI notetaker will be running during their own disciplinary meeting is not in a strong position to object — which is exactly why a written, disclosed policy on when and how the tool is used matters more here than in a routine team meeting, not less.
Québec's CAI guidance requires an employer to complete a privacy impact assessment (évaluation des facteurs relatifs à la vie privée) before deploying an AI system in an employment context, and it singles out one category by name: emotional- or psychological-state recognition systems used in videoconference interviews as “très peu susceptibles d'être proportionnels aux besoins de l'employeur” (very unlikely to be proportional to the employer's needs). A notetaker that only transcribes words is a different tool from one that also scores sentiment or emotional state — know which one is actually running before assuming the same answer covers both.
See also: the closely related question of monitoring an employee's own tool use, what governs the transcript once it leaves the meeting, where a rule about AI in HR meetings should be written down.
Choosing and configuring a tool for sensitive, recurring use is operational work — ai-operations covers it.