Academic transcription is core infrastructure in Canada’s universities, but risks remain

A recent market projection suggesting that academic transcription services could double in value globally by 2035 points to a deeper structural shift underway in higher education. What was once considered an administrative add-on, producing transcripts for occasional lectures or research interviews, is now becoming embedded within the operational fabric of universities.

From a Canadian perspective, the trend is both unsurprising. The country’s post-secondary system is witnessing digital learning, accessibility mandates, and evolving student demographics. As transcription becomes more central, questions of accuracy, privacy, and equity are emerging with increasing urgency.

From support function to strategic infrastructure

The projected growth in transcription services aligns closely with changes in how Canadian universities deliver education. Online and hybrid learning, which expanded rapidly during the COVID-19 pandemic, remains a permanent feature of the sector. Institutions increasingly view digital content not as supplementary but as essential to their teaching model.

This shift has direct implications for transcription. Recorded lectures, webinars, and student-led discussions all generate large volumes of audio-visual material. Without transcripts, much of this content remains difficult to search, analyse, or reuse.

Canada’s scale reinforces this need. In the 2023–2024 academic year, post-secondary enrolment reached approximately 2.3 million students, with strong growth driven by international learners.  Such scale generates a corresponding increase in recorded interactions, from lectures to research interviews, further embedding transcription into everyday academic workflows. This means transcription is becoming a data management tool, enabling knowledge capture, retrieval, and reuse across teaching and research.

Accessibility: A legal and ethical imperative

One of the most significant drivers of transcription demand in Canada is accessibility. Legislative frameworks such as the Accessible Canada Act establish a national objective of achieving a barrier-free society by 2040, placing pressure on institutions to ensure that educational materials are available in accessible formats.

For universities, this translates into practical requirements: captions for recorded lectures, transcripts for audio materials, and inclusive digital platforms that support students with hearing impairments or language barriers.

Accessibility is also deeply embedded in institutional culture. Nearly 90% of Canadian universities now reference equity, diversity, and inclusion (EDI) in their strategic planning, underscoring the centrality of inclusive learning environments.

Yet there is a gap between ambition and execution. Studies of Canadian universities suggest that accessibility services remain inconsistent, with variability in both availability and quality of support. In this context, transcription is not simply a compliance exercise, it is a core mechanism for delivering equitable access to education.

Canada’s position as one of the world’s leading destinations for international students further amplifies the importance of accurate and accessible transcripts. International enrolment has expanded dramatically over the past decade, with particularly strong growth in colleges and applied programmes.  These students often rely on transcripts to support comprehension, especially in technically complex subjects where language barriers may exist.

From a pedagogical perspective, transcripts provide the ability to review lectures at individual pace, improved learning outcomes for non-native English speakers, and a searchable record of academic content.

The AI paradox: Scale versus trust

While demand for transcription is rising, the means of delivery are shifting rapidly toward artificial intelligence. AI-powered transcription tools promise speed, lower cost, and integration with platforms such as Zoom or learning management systems. However, the Canadian regulatory and risk landscape introduces a critical tension.

On one hand, AI tools enable institutions to scale transcription services to meet growing demand. On the other, they introduce well-documented risks around accuracy, privacy, and data governance. Canadian authorities have identified privacy risks associated with AI systems, particularly where personal data is processed or stored externally.

In practice, academic transcripts may contain sensitive information, including student discussions, unpublished research, or personal data. Accuracy presents an equally important concern. Evidence from other sectors shows that AI transcription tools can generate errors or even “hallucinations,” producing incorrect or incomplete records.

Such risks are magnified in academic settings, where technical terminology, multiple speakers, and nuanced argumentation are common. The implication is clear: while AI can enhance efficiency, it cannot yet replace robust validation processes.

Data governance and institutional responsibility

As transcription becomes embedded in university operations, governance frameworks must evolve accordingly. Unlike traditional notetaking, digital transcripts create a permanent, searchable record of spoken communication. This has implications for data retention policies. Other thigs to factor in include intellectual property rights, research confidentiality, and regulatory compliance.

Canadian organisations already face obligations under federal privacy legislation, and universities must ensure that transcription tools align with these requirements. There is also a broader cultural shift required. Transcripts are no longer passive records; they are active data assets that can be analysed, shared, and repurposed.

Despite these challenges, the growth of academic transcription presents a significant opportunity for Canada. Hence, Canada could grow to globally lead in the development of trusted, high-quality transcription solutions tailored to academic needs. This is perhaps best achieved by viewing transcriptions as a boost to strategic capability and integrating technology with human oversight.