Explainable AI
Every AI output explains itself.
RUDY never delivers black-box scores. Every AI-generated insight includes what it detected, why it appeared, what data was used, what was not used, and what a human should do next.
The RUDY AI Output Standard
Every sensitive AI recommendation includes these six elements — no exceptions.
Signal: What RUDY detected in plain language.
Confidence: High, Medium, Low, or Insufficient Data — always explicit.
Why this appeared: A plain-language explanation of what triggered this recommendation.
Data used: Exactly which signal types contributed to this output.
Data NOT used: An explicit list of what RUDY did not use — no private messages, no keystrokes.
Recommended next action: Human-centered guidance — not automated action.
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AI you can explain to your team.
RUDY's explainability layer makes workforce AI safe enough to deploy to managers and HR leaders who need to understand and stand behind every recommendation.
No surveillance. No black-box scoring. Human review where it matters.