Avelin Documentation
Avelin turns job text, O*NET 30.3 occupation references, observed market signals, and authorized customer evidence into structured workforce decision support.
It is built for HR service providers, workforce applications, and reviewers that need occupation alignment, skill evidence, market context, uncertainty, and clear human-review cues without replacing their existing workflow.
Start Here
Section titled “Start Here”- Why Avelin explains the problem and positioning.
- Decision Layer explains how the product interprets workforce evidence.
- Customer Grounding explains tenant-scoped evidence for role intelligence.
- Decision Passport describes the opt-in bounded grounded Passport projection.
- Workforce Evidence Pack API documents the production-live U.S./Connecticut controlled-beta lifecycle.
- Evidence-Based Workforce Decisions shows how decisions stay governed.
- Getting Started walks through account setup and first API call.
- API Overview is the integration starting point for developers.
- OpenAPI is the machine-readable contract, and the official examples repository contains runnable requests and sanitized fixtures.
Product Areas
Section titled “Product Areas”- Workforce decision semantics: Decision Layer
- Implementation path and constraints: Architecture
- Integration surface: API
- Workforce investment evidence: Workforce Evidence Pack API
- Grounding workflow: Customer Grounding
- MCP adapter model: MCP