Core Capabilities
From proof-of-concept to production — scoped for platform, SRE, and engineering teams.
AI Agent POCs
Rapid prototypes for SRE, deployment, security, and cost agents — measurable outcomes in weeks, not months.
Incident & SRE Copilots
Context-aware assistants that pull logs, metrics, traces, and runbooks to speed up triage and RCA.
Intelligent Automation
AI-assisted runbooks, auto-remediation with guardrails, and workflow bots across PagerDuty, Jira, Slack, and CI/CD.
Anomaly & Predictive Ops
ML baselines on telemetry, predictive capacity alerts, and noise reduction for on-call teams.
Tool Integration
Agents that call Kubernetes APIs, Terraform, AWS CLI, GitHub Actions, and internal APIs safely.
Governance & Safety
Human-in-the-loop approvals, action audit trails, and policy gates before any automated change.
Use Cases We Deliver
- Kubernetes incident RCA assistant
- CI/CD failure analysis copilot
- Cloud cost anomaly investigation agent
- Auto-scaling recommendation engine
- Security event triage automation
- Runbook execution with AI guidance
- Capacity planning predictions
- Change-risk scoring before deploy