Core Products
Trust & Reliability
The foundation of AI trust: ensure your AI is fair, explainable, and reliable. Vishwas and Guardian work together to provide continuous governance.
Vishwas
Trust, Fairness & Explainability
Detect bias in AI systems across Indian demographic categories: caste, religion, region, gender, and economic status. Generate RTI-ready explanations in 22 languages.
- Indian Bias Taxonomy—beyond Western frameworks
- Demographic parity across all protected categories
- Explainable AI for regulatory compliance
- RTI-ready decision documentation
- 22-language explanation generation
- Continuous fairness monitoring
Guardian
AI Reliability Monitoring
Continuous monitoring for AI systems. Detect sandbagging, hallucination, and drift before they impact production. 96% detection accuracy with <50ms latency.
- 96% sandbagging detection accuracy
- Real-time hallucination monitoring
- Behavioral drift detection
- Confidence calibration tracking
- <50ms monitoring overhead
- Audit-ready compliance reports
You can't trust AI you can't verify. Vishwas and Guardian make AI trustworthy.
How They Work Together
Your AI Systems
Credit Models
Customer Service
Claims Processing
Recommendations
Vishwas + Guardian
Bias Detection
Fairness Scores
Reliability Monitoring
Drift Alerts
Audit Logs
Compliance & Governance
RBI Reports
IRDAI Compliance
RTI Explanations
Audit Evidence