Convert people intelligence into measurable business outcomes.
RUDY AI helps organizations convert better leadership, healthier teams, stronger human skills, and explainable AI workforce intelligence into quantifiable returns.
Estimate your return
Adjust the inputs below to see a conservative value estimate based on your organization's size and attrition profile.
ROI Calculator
Conservative estimates. Illustrative model based on published research.
4.7x
ROI
Estimated return
Conservative estimates. Illustrative model based on published research.
8 value levers vs platform cost
Where the value comes from
At 2,000 employees. Conservative estimates based on published HR research.
Retention Savings
Reduce regrettable attrition before it happens
~$750K/yrManager Effectiveness
Better 1:1s, faster onboarding, stronger teams
$300K-$500K/yrTeam Chemistry / Productivity
Reduce friction, improve delivery velocity
$187K-$500K/yrBurnout Prevention
Early signals prevent costly absences and churn
$100K-$500K/yrInternal Mobility
Fill roles internally — reduce external hiring cost
$300K-$750K/yrMentorship Value
Scaled mentoring accelerates development outcomes
$100K-$500K/yrHuman Expertise Preservation
Capture institutional knowledge before attrition
$100K-$500K/yrAI Governance / Risk
Audit-ready AI reduces compliance and legal exposure
$100K-$500K/yrEvery organizational pain has a RUDY mechanism
| Organizational Pain | RUDY Mechanism |
|---|---|
| High voluntary attrition in key roles | Retention Risk Engine surfaces signals before departure |
| Manager underperformance is invisible | Manager OS delivers pre-1:1 context and coaching prompts |
| Burnout discovered only at resignation | BTRE detects early strain patterns -- weeks before escalation |
| Internal roles consistently filled externally | Mobility Engine matches employees to open roles first |
| Performance reviews feel subjective | AI Review Briefings provide evidence-based context |
| Institutional knowledge walks out the door | Expertise Preservation maps critical tacit knowledge |
| Team chemistry problems hurt delivery | Chemistry Matrix identifies collaboration friction |
| AI tool compliance risk | Governance Layer logs every recommendation with full audit trail |
| Engagement surveys are lagging indicators | Real-time team health signals replace annual survey cycles |
| Mentorship is ad hoc and unscaled | Mentorship Intelligence matches mentors and mentees at scale |
Value by stakeholder
RUDY delivers distinct value to every stakeholder in the organization.
Chemistry Insights
Understand team fit and collaboration style -- no surveillance, no manager access
Burnout Risk Awareness
See your own workload trends and signals -- private and opt-in
Career Path Signals
AI-matched internal role recommendations aligned to your skills and trajectory
Recognition Tracking
Contributions logged and surfaced automatically for review cycles
Learning Loops
Personalized skill recommendations based on your role and career goals
1:1 Prep Context
AI-built context for your own 1:1 so you walk in prepared, not surprised
Ready to build the business case?
Access the live demo or talk to our team about a custom ROI model for your organization.
No surveillance. No black-box scoring. Human review where it matters.