Interactive Demos
Live Demonstrations
Interactive demonstrations of production AI patterns. Each demo connects to real backend services.
AI Knowledge Retrieval (RAG System)
Evidence-based answers with citations and strict refusal when uncertain.
Vector search with ChromaDB
Answers with source citations
Strict mode for safety
Confidence scoring
LLM Evaluation & Regression Testing
Automated quality gates for LLM outputs in CI/CD pipelines.
JSON schema validation
Citation detection
Consistency testing
Regression detection
Secure AI Gateway
PII redaction, prompt injection defense, rate limiting, and cost tracking.
Rate limiting feedback
PII auto-redaction
Injection detection
Cost estimation
AI Incident Investigation
Timeline reconstruction and root-cause analysis with evidence and human feedback.
Timeline reconstruction
Evidence-based hypotheses
Strict mode refusal
Human feedback support
AI-Assisted DevOps Risk Analysis
Pre-deployment risk scoring, rollout recommendations, and change impact analysis.
Risk scoring
Historical comparison
Rollout recommendations
Incident integration
AI Solution Architecture Review
Architecture recommendations with tradeoffs — including when AI should NOT be used.
RAG vs Fine-tuning vs Rules
Constraint analysis
Strict refusal mode
Human feedback
All demos are connected to live backend services. Try them out!