Version the script
Separate copy changes from provider retries.
ACADEMY / AI VOICE
Build an AI Voice workflow that can survive retries, QA and release review.
This lesson uses a real FC-EL-011 lineage. You will inspect the script, provider state, bad output, improved output and the acceptance decision.
Start lessonWHAT YOU WILL BUILD
Script → provider → retry → QA → release state.
Generate with a real provider
Inspect ElevenLabs UI and usage state.
Compare bad vs good output
Listen for rhythm, clarity and fit.
Run QA
Reject defects before release.
Record the state
Keep the accepted candidate and evidence linked.
PROVIDER LAB
Inspect the real provider state, not a mockup.
Credits and requests are not the business outcome, but they matter when diagnosing retries and cost.
- Identify the provider request state.
- Separate retry cost from useful output.
- Decide whether the next action is regenerate, repair script or stop.
LISTEN & COMPARE
Bad output and improved output should sound different without reading an audit log.
Focus check: pacing, pronunciation and business-use fit
Write down one defect you would reject before publishing.
Compare the same checks after correction
Compare pacing, intelligibility and business-use fit.
YOUR DELIVERABLE
Finish with a release decision, not a generated file.
Script versionWhich copy was actually rendered?
Provider evidenceWhat request or usage state supports the run?
QA resultWhat defect was rejected or accepted?
Release stateReady, blocked or Human review required?