Promotion
Who decides? Are criteria documented? Are standards consistent? Is there an appeal route? Is "culture fit" used as an unexplained veto?
01 / Scoring Model
Understanding Your Risk Score
Your Cultural Risk Score ranges from 0 to 100, calculated by analyzing your organization across the Four Prerequisites of Systemic Failure. Each prerequisite contributes up to 25 points, with higher scores indicating greater risk.
| Score Range | Risk Level | Organizational Prediction |
|---|---|---|
| 0 - 29 | LOW RISK | Strong cultural intelligence infrastructure. Continue monitoring and improving to maintain this competitive advantage. Focus on preventing complacency. |
| 30 - 49 | MEDIUM RISK | Warning signs are present. Some cultural blind spots exist but have not reached critical mass. Now is the time to implement preventive measures. |
| 50 - 69 | HIGH RISK | Significant vulnerabilities detected. Likely experiencing 1.5-2X baseline turnover, "quiet quitting" among 40-50% of diverse employees, and brand risk. |
| 70 - 100 | CRITICAL RISK | All four prerequisites are present. Expect 2-3X higher turnover among diverse employees, 30-40% productivity losses, and 60-80% failure rates in retention. |
02 / Question Design
Ask About Mechanisms, Not Only Beliefs
The strongest questions connect lived experience to observable organizational processes. We evaluate systems, not individual intent.
Hiring
Which signals are rewarded? Do referrals, prestige, accent, or communication style influence judgments beyond job-relevant qualifications?
Performance
Are standards objective? Do managers apply them consistently? Are subjective labels calibrated and documented?
Flexibility
Who receives flexibility, accommodation, or scheduling latitude? Can cultural, family, or religious needs be discussed safely?
Voice
Can employees challenge decisions? How are complaints investigated? What safeguards exist against retaliation?
Leadership
Who receives sponsorship, high-visibility work, decision access, and informal influence?
03 / Immaculate Engine
Multi-Model AI Reasoning
The Immaculate Engine does not rely on a single AI model. It synthesizes insights from multiple leading AI systems, applying the Vianté Cultural Reasoning Framework as the master lens.
Logical Chain Analysis
Identifies causal chains and logical sequences of how policies create unintended, systemic harm over time. Walks through the step-by-step mechanics of failure.
Nuanced Cultural Analysis
Contextual understanding of conflicting cultural frameworks. Explains why specific environments feel exclusionary and maps dignity violations.
Statistical Recognition
Data pattern recognition and historical pattern matching to predict retention risks, departure timelines, and cultural friction points.
Comprehensive Assessment
Applies the Vianté Cultural Reasoning Framework to synthesize the above into actionable recommendations, moral vector analysis, and exact remediation steps.