High-Stakes Healthcare Compliance Training with AI-Generated Media
U.S. Dept. of Health & Human Services
Developed a suite of healthcare compliance training for HHS using AI-generated voiceovers and synthetic avatars — dramatically accelerating production without sacrificing instructional integrity. All content met IACET compliance standards and Section 508 accessibility requirements. This project defined a repeatable production model now used across subsequent federal engagements.
The Challenge
Federal healthcare compliance training operates at the intersection of two competing pressures: content that must be accurate, accessible, and legally defensible, and production timelines that rarely accommodate the full cycle of traditional video production. SME availability is limited. Review cycles are long. Budgets are constrained.
The question wasn’t whether AI-enhanced production was possible — it was whether it could meet the bar required for regulated federal content.
The Approach
Built a production workflow that treated AI tools as accelerators, not replacements for instructional rigor. AI-generated voiceovers and synthetic avatars handled the media production layer, while the instructional architecture, content accuracy, and accessibility compliance remained fully human-led.
Key decisions:
- AI voiceover via ElevenLabs — scripts reviewed and approved by HHS SMEs before generation
- Synthetic avatars via HeyGen — used for presenter and scenario characters, reducing studio costs to near zero
- Accessibility baked in from the start — closed captions, screen-reader-compatible interactions, and WCAG 2.1 contrast compliance throughout, not retrofitted at the end
Outcomes
- 40% reduction in production timeline vs. traditional video
- Full IACET compliance and Section 508 / WCAG 2.1 accessibility throughout
- Scalable AI-assisted production workflow established as a repeatable practice standard for subsequent federal engagements
Federal content — details available on request.