Enterprise AI
A governed intelligence layer for applications that need workforce context without owning another HR system.
AvelinLabs
AI Decision Layer for Workforce Intelligence
Evidence-based workforce intelligence for AI agents, enterprise applications, and workforce platforms.
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Decision signal Evidence available
Input Workforce context
Evidence Grounded and traceable
Confidence Visible, not assumed
Decision Review-ready intelligence
Structured support for human and application decisions.
Why another AI platform?
Information is abundant. Reliable decisions are scarce.
Grounding alone is not enough.
Evidence matters. The support behind an output should be visible.
Confidence matters. Weak signals and uncertainty should shape what happens next.
Explainability matters. People and systems need to understand why review is recommended.
Avelin turns workforce information into structured decision intelligence without replacing the systems or people responsible for action.
Decision Layer
From raw information to responsible action.
- 01 Data
- 02 Evidence
- 03 Intelligence
- 04 Decision
- 05 Action
Built for
One intelligence layer. Multiple decision environments.
AI Agents
Structured evidence, confidence, and review signals that agents can use through supported access channels.
HR Platforms
Workforce intelligence that complements established workflows instead of replacing them.
Talent Intelligence
Clearer role, skill, occupation, and evidence signals for human-led decisions.
Workforce Planning
Decision support for understanding work, capability, and changing workforce needs.
Built on
Evidence and access with clear boundaries.
Each capability uses the sources and access channels in its documented contract. Avelin keeps evidence, confidence, and review guidance explicit.
Customer Grounding
Account-scoped organizational evidence for supported grounded decisions.
O*NET
A structured occupational reference foundation for workforce intelligence.
Evidence
Inspectable support that keeps source identity and decision context visible.
Confidence
Signals that communicate strength, uncertainty, and the need for review.
REST
The stable integration contract for applications and platform workflows.
MCP
Customer-operated tool access over Avelin services for supported agent workflows.