Continuous AI Monitoring
24/7 real-time monitoring of hallucination rates, quality metrics, and AI performance with combined human validation and automated spot checks across all workflows.
What We Monitor
Comprehensive monitoring across all critical AI quality and performance dimensions
Hallucination Rates
- Real-time hallucination detection across workflows
- Trend analysis and pattern identification
- Root cause analysis for recurring issues
- Automatic alerts on threshold breaches
Human Validation
- Expert review of flagged outputs
- Quality scoring by domain experts
- Contextual accuracy verification
- Edge case identification
Automated Spot Checks
- Random sampling of AI outputs
- Automated quality checks
- Consistency verification
- Performance baseline tracking
Quality Metrics
- Accuracy and relevance scores
- Response completeness tracking
- User satisfaction metrics
- Benchmark comparison
Performance Tracking
- Response time monitoring
- Token usage optimization
- Error rate analysis
- System health indicators
Safety & Compliance
- Policy violation detection
- Bias and toxicity screening
- PII exposure monitoring
- Regulatory alignment checks
Our Hybrid Monitoring Approach
Combining the best of automation and human expertise for comprehensive coverage
Automated Layer
AI-powered monitoring runs continuously, checking every output against quality standards, safety policies, and performance benchmarks.
- 100% coverage of all AI interactions
- Real-time detection and alerting
- Pattern recognition at scale
- Instant statistical analysis
Human Layer
Expert reviewers validate findings, catch nuanced issues, and provide contextual judgment that automated systems can't match.
- Domain expert validation
- Contextual quality assessment
- Edge case identification
- Strategic improvement insights
Continuous Improvement Loop
Continuous tracking of all AI outputs and metrics
Identify patterns, trends, and anomalies
Implement fixes and optimizations
Confirm improvements and iterate
Why Expert Monitoring is Essential
Effective monitoring requires specialized tools, domain knowledge, and 24/7 vigilance
Specialized Tooling
Our monitoring platform combines purpose-built AI quality tools with custom integrations for your specific tech stack. Building this capability in-house requires significant investment and ongoing maintenance.
Trained Expertise
Our team includes AI researchers, domain experts, and quality specialists who know what to look for. They can distinguish between acceptable variation and concerning trends that require intervention.
24/7 Coverage
AI systems don't sleep, and neither does our monitoring. Round-the-clock coverage ensures issues are caught and addressed immediately, regardless of time zone or business hours.
Cross-Platform Insights
We monitor hundreds of AI deployments, giving us unique insight into common patterns, emerging issues, and best practices that benefit all our clients through shared learning.
Never Miss an AI Quality Issue
Let our experts monitor your AI systems 24/7 so you can innovate with confidence