AI Observability & Monitoring
Maintain Continuous Insight Into Your AI Workloads
Our AI Observability and Monitoring service instruments your model inference pipelines with custom metrics, traces, and logs. We provide the visibility needed to drive live dashboards, detect anomalies, and trigger proactive governance alerts before performance or compliance issues compromise your operations.
Custom AI Telemetry & Instrumentation
Real-Time Dashboards & KPI Tracking
Model Drift & Latency Monitoring
Proactive Governance & Policy Alerts
SLA & Compliance Reporting
Optimize Performance and Ensure Model Integrity
Our integrated approach provides end-to-end visibility across your entire AI lifecycle, empowering your team to maintain high-performing, compliant, and reliable AI systems.
Instrument & Collect
Deploy tailored observability agents across your AI workloads to capture deep-level custom telemetry, including model inputs, outputs, and system health.
Visualize & Detect
Build real-time dashboards and configure advanced anomaly detection rules to identify irregularities in inference patterns and resource utilization.
Analyze Drift & Latency
Monitor for model decay, data drift, and latency spikes to ensure your AI remains accurate and responsive under varying production loads.
Govern & Alert
Establish automated triggers for governance policy breaches, ensuring immediate notification and intervention when compliance or ethical guardrails are crossed.
Report & Refine
Generate comprehensive reports against performance SLAs and governance metrics, providing the data-driven insights necessary for continuous model improvement.
Your Key Benefits
Proactive Failure Detection
Identify model drift, silent failures, and performance degradation early, preventing downstream impacts on business processes.
Guaranteed SLA Compliance
Gain the assurance of meeting performance benchmarks and regulatory requirements through rigorous, automated monitoring and reporting.
Full Pipeline Visibility
Achieve complete transparency across complex AI inference chains, eliminating "black box" risks and simplifying troubleshooting.
Data-Driven Optimization
Utilize deep analytics and resource-usage trends to optimize infrastructure costs and improve model efficiency over time.
Why Choose Vsceptre
Advanced LLM Monitoring
We leverage Datadog’s cutting-edge LLM monitoring capabilities to provide specialized insights into large language model performance and costs.
Deep Governance Expertise
Our team combines technical observability with a profound understanding of AI ethics, risk management, and regulatory compliance frameworks.
End-to-End Managed Solutions
From initial instrumentation to long-term performance management, we provide a single source of accountability for your AI's health and reliability.
Ready to Gain Real-Time AI Insights?
Contact our AI observability specialists for a confidential assessment of your inference pipelines. Let’s build a monitoring framework that ensures your models stay performant, compliant, and reliable.
Request an AI Observability ConsultationPrefer to talk first? Speak directly with an expert: +852 2889 1088