Soft Skills Quantification Layer
Make human skills visible, developable, and coachable without reducing people to shallow scores.
How soft skill signals flow to insight
Input signals
- Peer feedback
- Manager feedback
- Opt-in assessments
- Communication metadata where permitted
What RUDY surfaces
- Communication Effectiveness Score (Response Efficiency, Clarity Signal, Loop Closure, Stakeholder Velocity, Escalation Quality)
- Cross-Functional Influence Graph
- Behavioral Skill Twin™ (6-dimension profile)
- Promotion Readiness Meter
- Hidden Leaders Finder
- Succession Bench
Sample AI output
Soft skills profile for Alex: communication clarity 7.8/10 (strength), influence without authority 4.9/10 (declining). Cross-functional collaboration score dropped 1.1 points over 8 weeks. Suggested development: one structured presentation exercise this week.
How it works
Multi-source signals are collected
Peer feedback, manager observations, opt-in assessments, and communication patterns combine to build a multi-dimensional skill picture.
Skill patterns are identified
RUDY detects communication quality, collaboration effectiveness, influence style, conflict resolution patterns, and growth areas — with confidence levels on each dimension.
Development coaching is delivered
Employees see their strengths map and receive targeted development suggestions. Managers receive coaching prompts aligned to team-level skill patterns.
A day with RUDY
“A product manager receives their quarterly soft skills snapshot: communication clarity is a strength, but their influence without authority score has been declining. RUDY suggests one specific practice exercise and flags a mentoring opportunity with a senior colleague who excels in that area.”
Research foundation
Future-of-work research on human-centered skills, EQ leadership effectiveness.
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.