Why CIMCON’s AI Validator Module?
While there is scattered set of tools for AI & GenAI validation, CIMCON’s AI Validator reverse engineers testing from regulatory requirements, constantly updating it’s capabilities as regulations update.
CIMCON leverages the best of cutting edge open source research, but also works with key experts to develop advanced testing capabilities, such as RAG models that can be trained on an internal dataset for source attribution on-prem, as well as work on it’s own moonshot research projects such as developing a more efficient approach to SHAP value calculation.
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Features
Comprehensive Model & AI Testing Suite
- Data Drift & Data Quality Testing
- Fairness Testing
- Interpretability Testing
- Classification & Regression Performance Benchmarking
- Model Drift Detection
- Security Vulnerability Detection and more
LLM & GenAI Testing
- RAG based Source Attribution, Hallucination Detection for LLMs
- Prompt Response Bias Evaluation, Harmful Content, Stereotype Testing
- Susceptibility to Prompt Injection, Prompt Perturbation, Information Disclosure
- GenAI Content Detection Audit
- Completely Model Agnostic: Internal, 3rd Party, Embedded, Black Box
Analytics, Dashboards, & Reporting
- Monitor direction of model performance through trends analysis
- Customize dashboards for role based visibility
- Monitor compliance status as testing is completed
- Automatic Reporting & Documentation Generation
Resources
AI Risk Management Policy
Leveraging collective wisdom from experts in the domain, regulatory recommendations, and our 25+ years of experience, this policy outlines step by step recommendations for AI & GenAI Risk Assessment, Controls, Testing, Monitoring, Compliance Reporting and everything in between.
Why EUC Risk Matters
EUC risk, often seen as errors or confidential data loss, can have a material impact. Based on our experience with hundreds of customers, this white paper outlines how to understand your risk level, implement best practices, and align stakeholders on Why EUC Risk Matters?
