Skip to main content

Deterministic scoring

All scores are computed from normalized inputs using pure functions. The same inputs always produce the same output.

Operational reliability

OpenKol is designed to remain dependable under real world usage with safeguards and monitoring that protect data quality.

User trust

Transparency and deterministic scoring keep the system fair for both KOLs and users who rely on the results.