RagaAI's end-to-end RAI suite spans five key dimensions
Compliance
We secure your healthcare data with HIPAA compliance & strong encryption.
Guardrails
Execute test runs with out-of-the-box metrics and your own custom metrics.
PII/PHI
Protecting healthcare data to reduce risks and ensure trust and compliance.
RL Feedback Loop
Connect with your EHR,CMR and compliance system for seamless development.
Leaderboard
Built on 16+ medical datasets from Stanford and NCBI for evidence based performance tracking.
Healthcare metrics
Ensuring medical accuracy across 30+ metrics and 100+ clinical evaluations automatically.
Built for the enterprise
RagaAI is designed for companies with a security mindset.
Unified HIPAA Compliance Framework for Secure AI
Data Governance
PHI minimisation enables intelligent reduction of protected health Information and access controls ensure RBAC access and authentication.
Observability
Audit trails maintain comprehensive logs of test activities and data access, while monitoring and logging enable real-time tracking of AI behavior with privacy-safe records.
Breach Detection & Guardrails
Breach detection spots potential PHI leaks and unusual access pattern with Privacy guardrails proactively preventing exposure.
FDA Compliance for Agentic AI: Testing, Surveillance & Safety
Testing & Validation
Risk-based test coverages scale tests by device risk class I–III using clinical validation methods Integrate medical benchmarks and clinician feedback.
Safety & Risk Management
Bias and safety evaluation detect demographic bias and unsafe treatment recommendations and Safety guardrail verification test Al guardrails against prohibited requests and dangerous scenarios.
Surveillance
Performance monitoring tracks metrics, detect drift and alert on clinical accuracy changes , safety & risk management algorithm change management verify model updates against FDA-aligned boundaries and Control Plans.
Ensuring Quality & Compliance in Pharma: GCP, GLP, GMP & GDP Standards
Good Clinical Practice
Ensures ethical standards and scientific validity in clinical trials through proper patient protection, informed consent, and data integrity protocols.
Good Laboratory Practice
Establishes quality and safety standards for non-clinical laboratory testing, ensuring reliable and reproducible results in preclinical research.
Good Manufacturing Practice
Guarantees consistent product quality and safety through standardized manufacturing processes, quality control, and facility management.
Good Distribution Practice
Maintains product integrity and safety throughout the supply chain, from manufacturer to end-user, with proper storage and handling protocols.
Guardrails for healthcare Privacy, Security & Regulatory Compliance
Risk Detection — AI Red Teaming Agent Finds Threats with Advanced Text Analysis
Hateful & Unfair Content
Detects language targeting individuals or groups by race, gender, religion, ability, and more, ensuring equitable AI behavior for all.
Sexual Content
Flags inappropriate content related to anatomy, sexuality, and abuse to ensure content appropriateness.
Violent Content
Monitors violent content, including harm, weapons, and firearms, to prevent escalation.
Self-Harm-Related Content
Detects self-harm or suicide content to protect user safety and support mental health.
Supported Attack Strategies — Clever Text Attacks to Expose Model Flaws
Character Encoding & Obfuscation
Detects obfuscation techniques (ANSI, ASCII art, Base64, binary, leetspeak, Morse, diacritics, URL encoding, etc.) used to hide harmful content.
Cipher & Substitution Methods
Detects classical encodings (Atbash, Caesar, ROT13, Unicode confusables/substitution) used to hide attacks.
Prompt Injection & Bypass
Direct system manipulation through Jailbreak, Suffix Append, String Join, and Tense Change. These methods directly challenge AI guardrails to expose safeguard vulnerabilities.
Comprehensive Coverage
Integrated tests across 21 encoding, substitution, and injection attack vectors for robust adversarial assessment.
RagaAI PII/PHI Suite consists of 60+ out of the box metrics
Radiology
RagaAI offers PII/PHI scrubbing for 16+ radiology metrics
Pharma
From clinical trials and patient info to drug formulas and market insights, we keep your sensitive pharma data secure, compliant, and under control.
Clinical
Protecting Sensitive Clinical Data — From Patient Access and Care to Billing and Revenue
General-Healthcare
All Your Sensitive Data Categories, Clearly Classified and Secured
RagaAI Catalyst : Healthcare AI Testing Comparison
Outperforms generic models with 30+ medical metrics, 20+ compliance checks, and clinician-verified results driving 5–15% gains over industry leaders.
Category
Other Companies
RagaAI
Healthcare Specialization
General platform with healthcare support
Purpose-built for healthcare
PHI/PII Detection
PHI leak monitoring
Comprehensive PHI identifiers
Healthcare Metrics
Basic healthcare metrics
30+ healthcare-focused metrics
Compliance Coverage
HIPAA compliant
20+ HIPAA/FDA compliance metrics
Clinical Validation
Limited healthcare validation
Medical benchmarks + clinician feedback
Healthcare Integrations
No EHR/EMR integrations
EHR/EMR/specialty integrations
Leader board Performance
General AI benchmarks
5-15% improvements over industry best
Feedback Loop
Standard ML feedback
RL Powered Clinical Feedback Loop
Available
Partially Available
Unavailable
Healthcare LLM Leaderboard
Consistently outperform competitors with monthly performance monitoring verified by independent testing.
Use Case
Clinical decision support
Clinical note generation
Patient communication
Administration and workflow
Public Dataset
Medical-Bench
ACI-Bench
Mid-Dialog
MIMIC-IV Bill Code
Evalution Metrics
Exact Match
LLM-jury Score
LLM-jury Score ,Rogue
Micro-F1
Industry benchmark
Coming Soon
RagaAI Metric Performance
Coming Soon
Clinical Integration Network Built for Healthcare
40+ pre-built connectors across EHR, scheduling, telehealth, and specialty systems—with MCP server support for secure AI integration that maintains HIPAA compliance.
Trusted by Leading AI teams
Our solution empowers forward-thinking teams to collaborate seamlessly, boost productivity, and innovate faster.
