OpsCanvas
Draw. Deploy. Done.
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OpsCanvas provides AI-assisted visual IaC to discover, map and safely remediate cloud infrastructure via a live Cloud Intelligence Graph.
- for
- Cloud engineers and DevOps teams needing secure, context-aware cloud visibility and remediation.
- pricing
- freemium
Key features
- Live Cloud Intelligence Graph — Continuously builds a multi-cloud operational graph from runtime behavior without tagging.
- AI Cloud Agent Oscar — Answers queries, ranks risks and proposes fixes using the graph with human approval.
- Baseline Assessments — Provides an initial trusted picture of your environment in minutes.
- AI-assisted Remediation — Guides engineers through safe fixes, verified and audited after execution.
- Multi-cloud Support — Maps resources across AWS, Azure and GCP in a single view.
- Integrates Existing Tools — Extends tools like Datadog, Wiz, Rubrik without replacing them.
Use cases
- Identify and fix shadow AI agents with full access permissions
- Validate backup posture and RTO/RPO against live configurations
- Detect cost waste and attribute AI token spend to teams
- Prioritize security risks across accounts before a deployment
OpsCanvas vs alternatives
 OpsCanvas |  Railway |  Terraform |  Pulumi |  Podman | |
|---|---|---|---|---|---|
| Best for | AI-driven cloud insight and safe remediation | AI-assisted cloud operations | Declarative infrastructure as code | Code-first IaC | Container orchestration |
| Pricing | Freemium | Subscription | Free | Free | Free |
| DevHunt upvotes | 4 | 0 | 0 | 0 | 0 |
| Launched | Jan 2024 | — | — | — | — |
- OpsCanvas vs Railway: OpsCanvas adds AI-driven context and safe remediation, whereas Railway focuses on simple app deployment pipelines.
- OpsCanvas vs Terraform: Terraform provides declarative IaC without visual AI assistance or live graph context.
- OpsCanvas vs Pulumi: Pulumi offers code-based IaC but lacks OpsCanvas's AI-guided discovery and remediation workflow.
- OpsCanvas vs Podman: Kubernetes orchestrates containers but does not provide the cross-cloud AI-driven visibility OpsCanvas does.
OpsCanvas FAQ
How is Oscar delivered?+
Oscar runs as an MCP server; Operator runs locally, Pro is hosted by OpsCanvas, and Enterprise is self-hosted.
Which LLM models can I use?+
Any model you already use, including self-hosted models, is supported in all editions.
What makes Oscar safe to use on my cloud?+
It is read-only by default, uses your existing credentials, applies guardrails and blast-radius context, and requires human approval for any change.
What are Baseline Assessments?+
Baseline Assessments create a trusted operational snapshot of your environment and are included in every edition.
Does OpsCanvas see my cloud data on Oscar Pro?+
No. OpsCanvas only receives usage and performance metrics, never your cloud data or credentials.
Summarized by DevHunt from opscanvas.com · Oct 4, 2026. Details may change; check the official site.
