AI Analytics & Monitoring Use Cases

Build analytics, monitoring, and optimization systems for AI applications with Beluga AI’s observability and evaluation tools.

Use Case	Description
Real-Time Data Analysis	Build an autonomous data analysis agent with tool access to databases, APIs, and streaming data.
Model A/B Testing	Make data-driven model selection decisions with automated A/B testing and statistical analysis.
Model Benchmarking Dashboard	Compare LLM performance, cost, and quality across providers.
Cost-Optimized Chat Router	Reduce LLM costs by 35%+ with intelligent request classification and routing.
Token Cost Attribution	Track and attribute LLM token costs to individual users and tenants.
Monitoring Dashboards	Set up comprehensive monitoring dashboards with Prometheus and Grafana.
Dynamic Feature Flags	Implement hot-reloadable feature flags for gradual rollouts and A/B testing.
Audio-Visual Product Search	Search for products using images and voice descriptions with multimodal AI.
Security Camera Analysis	Analyze video feeds in real-time to detect events, identify threats, and generate alerts.