The AI OS reference model.

Telemetry, configs, IdP, identity, and signals from every system.

Living infrastructure graph with service dependencies.

Anomalies, threats, drift, and waste before they page humans.

Evidence-backed RCA across deploys, logs, metrics, and identity.

Attack paths, CWPP, secrets, vulnerabilities, and posture.

Controls, evidence packs, and audit-ready reporting.

Rightsize, idle cleanup, and FinOps insights.

Runbooks and workflows with policy guardrails.

AI for NOC, RCA, infra topology, and Kubernetes intelligence — one command plane for production.

CSPM, CWPP, IAM, secrets, attack paths, and runtime protection — continuous and agent-driven.

Rightsizing, waste detection, forecasting, and savings analytics across every cloud bill.

Continuous compliance for SOC 2, ISO 27001, HIPAA, PCI DSS, GDPR, NIST, and CIS with evidence.

Golden templates, environment provisioning, and an Internal Developer Platform that ships safely.

Terraform, Helm, Pulumi, CloudFormation, GitOps with drift detection and policy as code.

AI code review, secrets, compliance, performance, and deployment risk on every change.

Runbooks, workflows, auto-remediation, self-healing, approvals, and guardrails at scale.