Decision Intelligence API Use Cases
AvelinLabs is an API-first labor-market and occupation intelligence service, with the current public beta focused on U.S. labor market intelligence.
The use cases below show how applications can use structured API outputs for job and occupation workflows, skill intelligence, market context, scoring, ranking, and governed automation.
Before / After
Section titled “Before / After”Before: an inconsistent job title and incomplete description, such as a short role label with scattered skill or tool mentions.
After: an O*NET 30.3-grounded occupation, skill evidence, ranked matches, confidence, uncertainty, ambiguity or weak-signal context, and a decision label that helps route the result into review or automation.
Supported Use Cases
Section titled “Supported Use Cases”- Occupation classification maps job text to O*NET 30.3-grounded occupation predictions.
- Skill signal analysis turns skill-bearing text into structured decision evidence.
- Decision scoring uses confidence, trust, uncertainty, and quality fields to route results.
- Labor market intelligence adds market context such as demand, skills, technologies, and remote-work signals.
- Workflow automation integrates API outputs into governed product workflows.
These use cases reflect the current beta scope. Additional domains may be added over time.