Continuous AI Testing & Risk Management - Holistic AI
Know the risks before they reach production.
Holistic AI Protect performs deep technical testing, risk assessment, bias auditing, red teaming, and continuous monitoring — ensuring every AI system is safe, fair, and ready for deployment.
Bias 92% Efficacy 88% Qualitative 85% Quantitative 91% Transparency 78%
THE CHALLENGE
AI risk is invisible - until it isn't
Without rigorous testing and continuous oversight, AI systems fail in ways traditional controls can't catch.
Undetected AI risks
AI systems fail silently. Bias creeps in. Models drift. Hallucinations slip through. By the time you notice, the damage is done.
Security blind spots
LLMs and agents have attack surfaces traditional security tools miss. Without adversarial testing, vulnerabilities stay hidden.
No standard approach
Every team measures AI risk differently — or not at all. Without a standard approach, blind spots multiply.
THE SOLUTION
Four pillars of AI Risk Management
Protect delivers end-to-end risk assessment, testing, and monitoring so every AI system meets your safety, security, and regulatory standards throughout its lifecycle.
01
Assess
Comprehensive Risk Analysis
Evaluate every AI system against a consistent framework—efficacy, robustness, bias, privacy, and explainability—all in one place.
02
Test
Deep Technical Validation
100+ automated tests catch what manual reviews miss: jailbreaks, prompt injections, hallucinations, toxic outputs, and more.
03
Mitigate
Guided Remediation
Every risk comes with a clear remediation path. Apply guardrails, adjust thresholds, or flag for human review.
04
Monitor
Continuous Assurance
Real-time observability catches drift, anomalies, and emerging risks as they happen—not weeks later.
HOW IT WORKS
How Protect Works
01
Connect AI assets
Link AI systems from your inventory to Protect for risk assessment.
02
Run risk analysis
Automated scanning identifies bias, security, privacy, and compliance risks.
03
Execute tests
100+ automated tests validate performance, safety, and robustness.
04
Review & remediate
Get actionable recommendations and track mitigation to completion.
CAPABILITIES
Complete Risk Management Features
Everything you need to assess, test, and secure your AI portfolio—from standalone models to autonomous agents.
- Risk Assessment
- Testing & Validation
- Red Teaming
- Mitigation & Remediation
- Continuous Monitoring
- Agent Observability NEW
Risk Assessment
Comprehensive risk analysis across models and agents
Multi-Dimensional Risk Scoring
Evaluate bias, security, privacy, robustness, and efficacy.
Regulatory Alignment
Map risks to EU AI Act, NIST AI RMF, ISO 42001.
Risk Heat Maps
Visual dashboards for enterprise-wide risk visibility.
Continuous Risk Monitoring
Real-time alerts when risk thresholds are exceeded.
Agent Risk Profiles
Assess autonomous agent decision-making and tool use risks.
Risk Trend Analysis
Track risk evolution over time across AI portfolio.
TESTING SUITE
100+ automated tests
Comprehensive testing coverage for LLMs, traditional ML, multimodal systems, and agentic workflows.
LLM Testing
Automated tests for large language model capabilities.
- Language Understanding
- Common Sense Reasoning
- Coding Accuracy
- Medical & Legal QA
- Hallucination Detection
- Prompt Leakage Testing
RED TEAMING
Adversarial security testing
Our AI red team proactively attacks your systems to find vulnerabilities before bad actors do.
Critical
Prompt Injection
Test resistance to malicious prompts designed to override system instructions.
Critical
Jailbreaking
Attempt to bypass safety guardrails and content policies.
High
Data Exfiltration
Probe for vulnerabilities that could leak sensitive training data.
High
Tool Misuse
Test for unauthorized actions when AI has access to external tools.
Medium
Mental Manipulation
Assess resistance to social engineering and persuasion attacks.
High
Adversarial Inputs
Test robustness against carefully crafted malicious inputs.
VALUE
What Protect enables
- Earlier detection of AI risks, vulnerabilities, and potential failures before deployment
- Reduced regulatory, security, and reputational risk
- Continuous assurance for LLMs and agentic systems
- A trusted foundation for AI approval and scale
PLATFORM
Why Protect is essential
Risk Scoring
Score every AI system across bias, security, privacy, and performance—automatically.
100+ Automated Tests
LLM evaluation, bias detection, security probes, and ML metrics—all in one suite.
Red Teaming
Attack your AI before bad actors do. Find vulnerabilities first.
Bias Auditing
Fairness testing that meets regulatory standards and catches discrimination.
Fix What You Find
Every risk comes with a fix. Track progress. Verify results.
Always Watching
Catch drift, anomalies, and failures the moment they happen—not weeks later.
Enterprise AI Governance That Actually Works
Join the organizations that turned governance from a blocker into an enabler. Full visibility, continuous risk testing, and compliance proof — on autopilot.