Why quality matters
The data you contribute on WorkBolt is used to train AI models. The quality of your submissions directly impacts model performance. Maintaining high standards ensures better outcomes for clients and more opportunities for you.Quality metrics
WorkBolt reviews submissions across six key quality dimensions:| Metric | Description |
|---|---|
| Accuracy | How closely your submission follows the script or instructions |
| Completeness | Whether all required elements are included |
| Consistency | Uniform pace, volume, and style across your recordings |
| Background noise level | Amount of ambient noise in your recordings |
| Voice clarity | How clear and intelligible your speech is |
| Microphone quality | Technical quality of your recording equipment and setup |
Submission review process
Submit your work
Complete the task and submit through the WorkBolt platform. Your submission status changes to Reviewing.
Quality review
A reviewer evaluates your submission against the project’s quality standards, scoring each quality metric.
Decision
Your submission is either Accepted (approved for payment) or Rejected (with feedback on what to improve).
Audio quality standards
For voice recording projects, your audio must meet these requirements:| Standard | Requirement |
|---|---|
| Background noise | Minimal — no audible traffic, appliances, pets, or people |
| Echo / reverb | None — use a treated or small, soft-furnished room |
| Clipping | No distortion from input levels that are too high |
| Signal-to-noise ratio | Speech should be clearly louder than any ambient noise |
| Consistency | Uniform volume and mic distance across recordings |
| Plosives / sibilance | Minimized — use a pop filter when possible |
See Recording Setup for guidance on achieving these standards with your equipment.
Common reasons for rejection
Background noise
Background noise
Audible sounds in the background (traffic, fans, typing, other people). Record in a quiet, isolated space with doors and windows closed.
Script deviation
Script deviation
Not following the provided script or instructions exactly. Read back each line carefully before submitting.
Audio clipping or distortion
Audio clipping or distortion
Distortion caused by input levels that are too high. Reduce your microphone gain and maintain consistent distance from the mic.
Poor voice clarity
Poor voice clarity
Mumbling, speaking too quickly, or inconsistent volume. Speak clearly and at a natural, steady pace.
Incomplete submissions
Incomplete submissions
Missing recordings, skipped prompts, or partially completed tasks. Review all items before final submission.
Wrong language or accent
Wrong language or accent
Using a language, dialect, or accent that doesn’t match the project requirements. Only accept projects that match your profile.
Low microphone quality
Low microphone quality
Poor recording equipment producing muffled, tinny, or noisy audio. Consider upgrading your microphone — see Recording Setup.