Scale Video Captioning with Predicted Accuracy Gates (Full Transcript)

[00:00:00] Speaker 1: For any organization producing video, captioning at scale can feel impossible. Budgets are tight, accuracy expectations are high, and most workflows leave you stuck between two bad options. Run low-cost AI on everything and risk errors, or rely on humans for everything and overspend. 3Play Media changes that all-or-nothing approach with a smarter, dynamic workflow. Predicted Caption Accuracy. It starts by running all content through 3Play Media's best-in-class ASR, or Automatic Speech Recognition. It's fast, affordable, and perfect for processing large volumes of video. Next, machine learning evaluates the audio. It evaluates things like clarity, speaker count, accents, background noise, and more to predict how accurate those AI captions will be before any human review. Organizations can then set a minimum accuracy threshold for their content. For example, internal training videos might only need 90% predicted accuracy, while critical compliance or legal content might demand up to 99% accuracy. Any video that falls below the chosen threshold is automatically flagged for human review and editing, ensuring it meets your organization's standards. Our professional captioning team carefully corrects errors in grammar, terminology, and timing, ensuring that the final captions meet your organization's standards. This approach allows organizations to scale efficiently by processing large volumes of content without manually reviewing every file, and control costs by using affordable AI captions when quality is sufficient and reserving human review only for videos that need it. It also ensures that content is compliant with all relevant regulations, whether that be EAA, ADA, Section 508, or 504 of the Rehabilitation Act, or other accessibility and legal standards, without the astronomical price tag. Let 3Play's predicted caption accuracy be your intelligent gatekeeper, helping your organization deliver accessible video content at scale, within budget. 3Play Media, your global video partner.