Oscar scans your entire cloud and builds a live context graph. mapping every resource, dependency, cost, and AI agent automatically, with no tagging required. That map is what makes OpsCanvas smarter than any alternative: faster assessments, safer agent actions, and evidence-backed answers from day one.
Most cloud ops tools start by asking you to tag, label, and configure your environment before they can tell you anything useful. Oscar starts by constructing a context graph, our Cloud Intelligence Graph: it infers dependencies, ownership, cost attribution, and AI agent activity from how your cloud actually behaves. and gives you a live, structured picture you can act on from day one.
Building a live, accurate picture of a complex cloud environment, without requiring your team to first complete a tagging project, is a hard problem. OpsCanvas solves it through runtime behavior analysis, IaC repository signals, and identity system correlation. The result is context that's ready to power Oscar, drive assessment deliverables, and govern agent workflows from the moment you connect.
A live context graph means Oscar can answer questions that would take hours of archaeology across five tools. Here are a few moments where that difference is most visible.
As cloud environments grow and AI agents multiply, the lack of a live, accurate picture of what's running creates compounding risk and cost. The same gaps that put your backup posture at risk are also letting agents accumulate ungoverned and letting waste compound between billing cycles. Solving the visibility problem addresses all of it.
82% of organizations discovered agents they didn't know were running. Without a complete picture of what agents exist, what they can access, and what they cost, you cannot govern AI adoption. and you cannot safely expand it.
Coverage gaps grow silently. RTO and RPO targets get assumed rather than validated. Agents make infrastructure changes that nobody documents. By the time you find the gap, it's already a problem.
Orphaned, idle, and over-provisioned resources accumulate across accounts. Without knowing who deployed something, for which project, and what still depends on it, reclaiming waste is a guessing game with real consequences.
OpsCanvas meets you where you are. Download Oscar Ops free and get immediate value. Run a structured assessment when you need evidence-backed answers fast. Deploy a platform workflow when you're ready to close gaps at scale.
Each assessment runs on your live context graph. Oscar does the discovery automatically, so you get evidence-backed answers in days. the kind of analysis that would otherwise take months of manual work or a large consulting engagement.
Most backup postures no longer reflect what is actually running in production. Coverage gaps are invisible until they matter. RTO and RPO targets get assumed rather than validated against live configurations. We surface every gap with evidence, in days.
Orphaned, idle, and over-provisioned resources accumulate silently across cloud accounts. Without knowing who deployed something and what still depends on it, reclaiming waste is a guessing game with real consequences. Oscar maps the full IaC lineage and gives you safe-to-remove guidance you can act on immediately.
Start with Oscar Ops and get immediate visibility. Run an assessment when you need structured evidence. Add ongoing monitoring to keep your posture current. Deploy a platform workflow when you're ready to close gaps at scale. Each step builds on the same live context graph.
A point-in-time assessment tells you where you stand today. Ongoing monitoring keeps your posture current as your cloud environment changes. catching drift, surfacing new gaps, and keeping risk and cost in control between major reviews.
OpsCanvas adds the layer your existing stack doesn't have: a live, automatically built cloud context graph that powers smarter agents, faster assessments, and governed workflows. without touching or replacing the tools you already run.
Rubrik and Veeam store your data. we validate your posture. Datadog sees telemetry. we see agent decisions and actions. Apptio reports cost. we remediate through governed workflows. No replacement required, no bake-off needed.
Oscar Ops is not a generic model pointed at cloud infrastructure. It is a purpose-built agent with a live context graph, permission-aware reasoning, and structural safety guarantees. The difference shows immediately in every answer it gives.
We did not bolt AI onto an existing product. The context graph, the assessment methodology, and the workflow governance model were all designed from the start for the world where AI agents run cloud operations alongside human engineers.
A manual AI agent inventory engagement with a large consultancy can take 8 to 16 weeks and cost significantly more. Oscar builds the discovery automatically from your live context graph, so you get the same evidence-backed picture in days.
Every environment Oscar maps enriches the patterns behind its inference. Better dependency resolution, more accurate cost attribution, sharper drift detection. The more you use OpsCanvas, the more precise and useful your context graph becomes.
OpsCanvas accelerates AI adoption by making governance work in days. Every material agent action requires explicit human approval before execution. Oscar Ops finds. Agents propose. Humans decide. That structure never changes.
OpsCanvas extends and complements the tools your team already trusts. No rip and replace.
Download Oscar Ops free and get your first context-grounded cloud answer in under 30 minutes. Or talk to us about an assessment and get evidence-backed answers in days.