Positive Reinforcement Engine
Make recognition systematic instead of accidental. Surface missed wins and positive reinforcement moments.
From missed moment to meaningful recognition
See RUDY explain a recognition opportunity
Consider recognizing Taylor Brooks for leading the Q2 planning process.
Sample AI output
Recognition gap detected: Dana has contributed to 6 merged PRs and 2 design reviews in 14 days — zero recognition events logged. Prompt delivered to manager: 'Dana has been quietly shipping. A quick acknowledgment would go far.'
Input signals
- Project milestones
- Peer feedback
- Assessment inputs
- Cross-functional contributions
What RUDY surfaces
- Recognition Score (work impact 30%, effort 20%, collaboration 15%, growth 15%, timeliness 10%, recognition gap 10%)
- Praise-to-Correction Ratio (target: 3:1–5:1)
- Micro-Wins Feed
- Reinforcement Timing Optimizer
- Coaching Balance Meter
How it works
Contributions are detected
RUDY identifies project completions, cross-functional wins, quiet contributions, and under-recognized effort based on multiple signal sources.
Recognition opportunity surfaces
The manager receives a specific, timely recognition prompt — what the contribution was, why it matters, and a suggested message they can customize.
Manager sends recognition that lands
The manager recognizes the contribution specifically and promptly. RUDY tracks cadence and ensures no team member consistently goes unacknowledged.
A day with RUDY
“It is Friday afternoon. Jordan just helped a client team resolve a critical issue that no one else on the team could have solved alone. RUDY surfaces a recognition prompt to Jordan's manager before the end of the week — with the specific context of what Jordan did and a suggested message. The recognition arrives the same day.”
Research foundation
Self-Determination Theory: autonomy, competence, and relatedness in workplace motivation.
Frequently asked questions
See RUDY AI in action.
Explore real workforce intelligence, privacy-first AI coaching, and manager-ready insights in our live demo environment.
No surveillance. No black-box scoring. Human review where it matters.