Everything Your AI Team Needs — in One Platform
From pre-deployment evaluation to live production monitoring, SENTINEL-X is the only tool you need to ship AI with confidence.
LLM & Prompt Testing
Run hundreds of prompt regression tests in seconds. Catch regressions before they reach production.
Define golden datasets, set assertion rules, and automate prompt evaluation across every model version. Never ship a broken prompt again.
RAG Accuracy Check
Validate retrieval quality, context relevance, and answer faithfulness for your RAG pipelines.
SENTINEL-X scores every retrieval step — from chunk relevance to final answer grounding — so your RAG system always delivers accurate results.
Agent Orchestration Debugger
Trace every step of your AI agents. Debug tool calls, reasoning chains, and decision points visually.
Full chain-of-thought tracing with step-by-step replay, latency breakdown, and error root-cause analysis for complex multi-agent workflows.
Security & Guardrails
Block prompt injection, jailbreaks, and data leakage with enterprise-grade AI security controls.
Real-time content filtering, PII detection, and policy enforcement across every AI interaction — with audit logs for compliance.
Live Monitoring & Alerts
Monitor model drift, latency spikes, and quality degradation in real time with smart alerting.
Set SLA thresholds, receive instant alerts via Slack/PagerDuty, and automatically trigger rollbacks when quality drops below acceptable levels.
Analytics & Reporting
Executive dashboards, compliance reports, and granular model performance analytics — all in one place.
Export SOC2 audit trails, generate weekly quality summaries, and build custom dashboards for every stakeholder in your organisation.
Hallucination Detection
Automatically detect and flag factually incorrect or confabulated AI outputs before they reach users.
Ground truth comparison, citation verification, and confidence scoring to eliminate hallucinations from production AI systems.
Data & Pipeline Validation
Validate training data, embeddings, and pipeline inputs to prevent garbage-in garbage-out failures.
Schema validation, drift detection, data quality scoring, and anomaly alerts across every stage of your AI data pipeline.
LLM & Prompt Testing
Treat your prompts like code. SENTINEL-X brings software engineering discipline to prompt development — regression tests, versioning, and CI/CD gates for every prompt change.
- Golden dataset evaluation with custom assertion rules
- Side-by-side comparison of prompt versions
- Automatic regression alerts on quality drop
- Bulk testing — 1,000 prompts in under 60 seconds
- Support for GPT-4, Claude, Gemini, Llama, Mistral, and custom models
RAG Accuracy Validation
Bad retrieval ruins good LLMs. SENTINEL-X scores every step of your RAG pipeline — from chunk selection to final answer faithfulness — so you ship RAG systems that actually work.
- Retrieval precision & recall scoring
- Context relevance and faithfulness metrics
- Answer grounding vs. source document verification
- Automated RAGAS-compatible evaluation
- Support for Pinecone, Weaviate, Chroma, pgvector, and more
AI Security & Guardrails
Your AI is only as trustworthy as its guardrails. SENTINEL-X enforces enterprise security policies in real time, blocking threats before they impact users or data.
- Prompt injection and jailbreak detection
- PII detection and automatic redaction
- Content policy enforcement (custom rules)
- Output toxicity and bias scoring
- Full audit trail for SOC2, GDPR, and HIPAA compliance