Captioning a Live Cohort on Short Notice
A public-sector agency is running a 10-week live online certificate program for 60 learners. Two weeks before launch, a learner discloses a hearing disability and requests live captioning for all sessions. The program already has a budget line for accessibility but it was allocated to recorded-session transcripts, not live captioning. Live human captioning costs roughly 3x the remaining accessibility budget for the full 10 weeks. Auto-captioning is available in the platform at no cost but has known accuracy problems with the technical vocabulary in this program (acronyms, legal terms, and proper nouns). The learner has also asked that captions be available in the recording. The vendor needs 10 business days' notice to staff human captioners, which is exactly the time remaining.
1. What is the compliance and ethical analysis, and what is the immediate decision?
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The starting point is that this is an accommodation request, not a preference, and the obligation is to provide effective communication access, not the cheapest available option. Auto-captioning that reliably mangles the program's core vocabulary is unlikely to be effective access for a learner who depends on captions to follow the content.
The immediate decision: book human captioning for the live sessions now, because the 10-day vendor lead time means delay forecloses the option entirely. Do not wait for a budget resolution to place the hold. Then resolve the funding in parallel.
On budget: the existing line was scoped for transcripts, which is an accessibility spend; reallocating it is legitimate, and the gap should be escalated to the program sponsor as an unfunded accommodation, not absorbed silently or passed to the learner. Many jurisdictions also have centralized accommodation funds; check before cutting scope.
On the learner's recording request: human captioning vendors typically deliver a transcript that can be used to caption recordings, so one purchase can cover both if specified in the contract. Confirm this in writing.
Ethically, the learner should not be placed in the position of negotiating cost or justifying need. Keep the conversation about what works, and route the money question to the sponsor.
2. Assume the sponsor refuses the full 10 weeks of human captioning and offers auto-captions plus a glossary. How do you respond, and what fallback would you accept?
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Respond by testing the proposal against the access standard rather than rejecting it outright. Auto-captions plus a glossary might be adequate for some content and inadequate for the sessions dense with acronyms and legal terms. Propose a session-by-session triage: human captioning for the high-vocabulary sessions (legal modules, case reviews) and auto-captioning with a human-corrected transcript for lower-density sessions, with the learner consulted on which sessions matter most to them.
A fallback I would accept, with conditions:
- Auto-captioning is enabled from day one for every session, with a shared glossary loaded into the platform if it supports custom vocabulary.
- A named staff member monitors captions live and posts corrections in chat when errors are material.
- Human captioning for at least the sessions the learner identifies as highest-stakes.
- A mid-program review at week 3 with the learner to check whether the arrangement is actually working, with a standing option to escalate to full human captioning if it is not.
- Recordings captioned by corrected transcript before release.
What I would not accept: auto-captions alone with no monitoring, no review point, and no path to escalate. That transfers the risk of failure to the learner and provides no evidence either way. Document the sponsor's decision and the review commitment in writing.