AI Agents That Run
Your Operations
Sentra deploys AI agents across IT Operations, AI Governance - reducing costs, resolving incidents autonomously, and giving leadership real-time visibility into every AI system and operational KPI.
Every alert in. One incident out.
Signals from every monitoring tool enter on the left. Sentra deduplicates, correlates, and acts. What surfaces is a resolved incident with its evidence.
Record. Reason. Act.
Acts on every incident — deterministic YAML workflows for the known paths, config-driven LangGraph agents for the judgment calls. Versioned, with per-step run timelines.
Expression-rule correlation clusters alerts into incidents; LLM-powered RCA reasons over the incident, its member alerts, and time-correlated context — root cause, confidence, remediation.
Every alert from every tool, fingerprinted, deduplicated, and enriched into one canonical stream — complete, queryable, and out of the paging path.
One signal. Two passes. Six stages.
Signal-side stages tame the noise. Resolution-side stages close the incident and write the record.
See Sentra in Action
Walk through the platform, from alert ingestion to incident resolution, in four steps.
Measurable Outcomes for the C-Suite
Sentra delivers quantifiable ROI across cost reduction, risk mitigation, operational efficiency, and AI governance - visible from day one.
One Platform. Four Operational Pillars.
Sentra unifies IT Operations, AI Observability and Engineering Operations under a single agentic platform.
IT Operations
AI agents that detect, correlate, diagnose, and resolve incidents - autonomously for routine issues, augmented for complex ones.
- Alert Correlation & Noise Reduction
- AI Root Cause Analysis
- Autonomous Incident Resolution
- Evidence Timeline Mapping
AI Observability
Full-stack observability across every LLM, AI agent, and model - with Langfuse-powered tracing, cost attribution, and benchmarking.
- LLM Usage & Cost Tracking
- Model Benchmarks & Scoring
- Agent Run Tracing (Langfuse)
- Tool Failure Heatmaps
Business Operations
Executive dashboards connecting operational metrics to business outcomes - AI spend, SLA performance, and cross-team efficiency.
- Executive KPI Dashboards
- AI Spend & ROI Reporting
- SLA & Uptime Analytics
- Cross-Team Efficiency Metrics
Engineering Operations
Deployment correlation, release governance, reliability scoring, and SRE workflows - with AI safety gates built in.
- Deployment & Config Correlation
- AI Release Readiness Gates
- Red-Team Risk Scoring
- Reliability & SRE Workflows
Autonomous Incident Resolution
Sentra's AI agents handle routine incidents end-to-end - from alert correlation through resolution. For complex issues, they surface ranked root causes, evidence timelines, and remediation options so engineers resolve problems in minutes, not hours.
Intelligent Alert Correlation
Thousands of raw alerts compressed into meaningful incidents. Noise eliminated. Context surfaced.
AI Root Cause Analysis
Ranked hypotheses with confidence scores - engineers know where to look first instead of guessing.
Auto-Resolution & Documentation
Routine incidents resolved autonomously. Every incident fully documented with timeline, cause, and prevention steps.
Evidence Timeline
Every log, metric, trace, and deployment event mapped in sequence - complete forensic context.
| Model | Tokens | Cost | Traces |
|---|---|---|---|
| ■■gpt-4o | 10.52K | $0.0221 | 12 |
| ■■gpt-4o-mini | 2.53K | $0.0005 | 4 |
| ■■cortex-analyst | 3.2K | $0.0042 | 9 |
| ■■claude-sonnet | 8.1K | $0.0183 | 7 |
| ■■gpt-4.1-nano | 585 | $0.0001 | 1 |
Full-Stack Visibility Across Every AI Agent & LLM
Track costs, trace agent runs, benchmark model quality, and enforce governance across Snowflake Cortex, Databricks Genie, custom agents, and every LLM provider - powered by native Langfuse integration.
End-to-End Agent Tracing
Trace every run across LangChain, CrewAI, Cortex Analyst, Databricks Genie - from prompt to completion.
LLM Cost Attribution
Spend trends, model breakdown, budget burn alerts - broken down by agent, team, and environment.
Model Benchmarks & Governance
Suite scorecards, regression diffs, provider comparisons, release readiness gates, and red-team risk scoring.
Prompt Management & Evaluation
Central prompt registry with A/B testing, LLM-as-a-Judge scoring, and dataset-driven evaluations.
Decision-Ready Insights for Leadership
Sentra translates operational data and AI metrics into executive-ready insights - connecting engineering performance to business outcomes that CIOs and CTOs care about.
Executive KPI Dashboards
Real-time dashboards showing MTTR, SLA attainment, AI spend, and operational efficiency - customizable by role and team.
AI Spend & ROI Reporting
Track enterprise-wide LLM costs by team, project, and model - with clear ROI attribution for every AI investment.
Risk & Compliance Reporting
Board-ready risk reports covering AI governance compliance, safety audit trails, and regulatory readiness across all AI systems.
Ship AI Faster.
Break Things Less.
Sentra gives SRE and platform teams deployment correlation, release governance, and reliability workflows - ensuring every AI agent and model update meets quality and safety standards before production.
AI Release Readiness Gates
Automated pre-deployment checks verify benchmark pass/fail, safety scores, and budget thresholds before any agent ships.
Deployment & Config Correlation
Automatically maps code pushes and config changes to incidents - instant forensics on what broke and when.
Red-Team Risk & Regression Detection
Adversarial testing and regression diffs catch safety vulnerabilities and quality drops before they reach users.
Every Engineer in the Incident Chain
Sentra is purpose-built for the teams who own reliability - from on-call engineers to platform leaders.
On-Call Engineers
Get instant context when paged. See correlated alerts, ranked root causes, and suggested actions - skip the 60-minute investigation phase entirely.
Engineering Leaders
Track MTTR trends, identify systemic reliability issues, and build a culture of operational resilience with data-driven incident insights.
Platform & SRE Teams
Reduce operational toil, automate incident workflows, and enforce safeguards that prevent recurring failures across your infrastructure.
Connects Across Your Entire Stack
From monitoring tools and ticketing systems to AI platforms and agent frameworks - Sentra connects via read-only APIs with zero production agents required.
Common Questions About Sentra
See Sentra run your operations, not the other way around.
Book a demo to see how AI agents handle incidents, govern your AI stack, and give leadership real-time visibility into every metric that matters.
Talk to our team
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