Resources · Governance Guidance

Managing Bilingual Meeting Records in Canada

Canada's bilingual governance landscape creates records management complexity for organisations operating in both official languages. This resource addresses how AI transcription fits into bilingual meeting workflows — and the specific considerations that make bilingual records management different from unilingual transcription.

Bilingual governance records are common and complex

Bilingual governance proceedings are a practical reality across Canada — not only for federal institutions governed by the Official Languages Act, but for municipalities in New Brunswick, school boards serving both linguistic communities, Crown corporations, national associations, and organisations operating across provincial borders. A meeting may begin in one language, shift to another, include simultaneous interpretation, or have participants who address the body in their preferred official language. AI transcription handles bilingual content differently from unilingual content. Understanding those differences — and structuring the human review workflow accordingly — is what produces reliable bilingual records.

What makes bilingual transcription different

AI transcription systems are trained on language-specific models. A system optimised for English transcription may perform less reliably on French content, and vice versa. When speakers shift languages within a single utterance — as commonly happens in bilingual proceedings in regions like Ottawa, Moncton, or in federal institutions — the system must switch between language models, and accuracy can drop at these transitions. The vocabulary differences between English and French institutional proceedings are also significant. French institutional proceedings use specific legal, parliamentary, and administrative terminology that differs substantially from everyday French. An AI system may transcribe correctly in general terms but miss specialised vocabulary particular to Quebec or federal administrative contexts. Simultaneous interpretation, when present, adds another layer of complexity. The interpreted version is typically on a separate audio channel; transcription of interpreted content may not match the original speaker's words, creating records management questions about which version constitutes the official record.

Structuring bilingual transcription workflows for accuracy

**Language-specific review.** The most important structural decision for bilingual transcription workflows is ensuring that the human reviewer has proficiency in both languages of the proceeding. A unilingual English reviewer cannot effectively review a French segment of the transcript for accuracy. For bilingual meetings, either a bilingual reviewer or coordinated review by language-specific reviewers is necessary. **Segment flagging.** Review workflows that flag language transitions help reviewers locate the portions of the transcript most likely to have accuracy issues. AI transcription accuracy at language transition points is typically lower than within sustained unilingual segments. **Vocabulary customisation.** Providing AI transcription systems with organisation-specific vocabulary lists — including proper names, place names, and institutional terminology in both languages — improves accuracy for specialised institutional content. **Official language records.** For organisations with obligations to maintain records in both official languages, the workflow should clearly establish whether the AI-produced transcript of the spoken proceedings is intended to be the bilingual record, or whether separate unilingual records in each language will be produced. These are different records management approaches with different governance implications.

Frequently Asked Questions

Can Bronko AI handle meetings conducted primarily in French?
Yes. Bronko AI supports French-language proceedings. Human review is particularly important for French institutional content — including Quebec municipal proceedings, federal administrative proceedings, and francophone governance bodies — to ensure accuracy with specialised vocabulary.
How does Bronko AI handle code-switching within a single speaker's contribution?
When a speaker shifts languages mid-utterance, AI transcription accuracy at the transition point may be lower. Human review is especially important for these segments.
Does Bronko AI support simultaneous interpretation records?
Bronko AI can transcribe audio from interpretation channels if they are available as separate audio inputs. The governance of which audio channel constitutes the official record is a policy decision for the organisation, informed by its applicable language obligations and rules of procedure.