| Backup and DRRubrik, Veeam, Druva, Cohesity | Capture and restore data. Snapshots, replication, recovery jobs. | Verified DR posture against what is actually running. Backup tools store the data; OpsCanvas validates that RTO and RPO targets match live configurations and surfaces coverage gaps before an incident. |
| Cloud-native ResilienceAWS Resilience Hub, Application Recovery Controller | Assess application resilience and orchestrate failover within a single cloud. | Multi-cloud dependency map and agent-aware posture. Resilience Hub assumes you know what is running; OpsCanvas tells you what is there and how AI agents have changed it. |
| ObservabilityDatadog, New Relic, Splunk Observability | Collect metrics, logs, and traces. Dashboards, alerts, anomaly detection. | Agent-action telemetry and decision trace they cannot see. Datadog tells you a service degraded; OpsCanvas tells you which agent touched what, when, and with whose approval. |
| Compliance PlatformsVanta, Drata, AuditBoard | Prove you have a policy and that controls are in place. | Runtime evidence that agents followed the policy, not just that the policy exists. Compliance platforms prove attestation; OpsCanvas proves operational reality. |