AI-native cloud agent platform
Map Your CloudAutomatically.
No Tagging Required.
Know what's running. Know what's at risk. Act on evidence.
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.
Live context graph, no tagging required
No credentials leave your perimeter
Evidence-backed answers from the first scan
Oscar Ops is free to download
82%
Of orgs found shadow agents they didn't know were running (CSA 2026)
$4.8M
Average cost of a data breach, with backup gaps as a key factor (IBM 2025)
12+mo
Most enterprises haven't validated DR plans against live state (Forrester 2026)
Days
Not quarters. How long our assessments take vs. Big Four alternatives
How OpsCanvas Works
Oscar builds your cloud map in minutes. Everything else runs on top of it.
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.
Context GraphLive · Multi-cloud · No tagging required
Oscar Ops
Assessments
Workflows
What makes this genuinely different, and difficult to replicate any other way.
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.
- ✓No tagging prerequisite. Ownership and dependencies are inferred from how your cloud actually runs, not how it is labeled.
- ✓Multi-cloud by design. Maps across AWS, Azure, and GCP without being locked to a single provider's tooling.
- ✓Gets smarter over time. Every environment mapped improves inference quality, cost attribution accuracy, and drift detection.
- ✓Works alongside the tools you already run. Extends Rubrik, Veeam, Datadog, Apptio, and Wiz rather than replacing them.
Where Oscar Steps Up
Real questions. Context-grounded answers.
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.
Team productivity
New engineer onboarding
Prompt
I'm new here. Walk me through what runs in our production environment and who owns what.
Why context is critical
A wiki tells you the environment as it was when someone last updated it. Oscar tells you what's running right now, including who's on call, what shipped last week, and what's broken this morning. Time to productive contribution drops from weeks to days.
Forward-looking operations
Capacity planning
Prompt
Product is launching a feature expecting 3x traffic to checkout-service. What needs to scale and what will break?
Why context is critical
The bottleneck is never the service the product team is excited about, it's three hops downstream in the dependency graph. Oscar walks every hop against historical scaling data. Without that graph, you're guessing.
Configuration hygiene
Drift detection
Prompt
Find production resources that aren't managed by Terraform and tell me how they got there.
Why context is critical
Drift detection isn't just "find resources not in IaC", it's finding them, sorting intentional from accidental, attributing each to a creator, and ranking by risk. That requires IaC state, cloud reality, identity logs, and history in one pass.
Change readiness
Migration pre-flight
Prompt
I'm migrating order-service from EC2 to ECS. What do I need to handle that I might forget about?
Why context is critical
Migration checklists are generic. Oscar surfaces the sidecars, cron jobs, monitoring references, and hidden dependencies specific to this service in this environment. The forgotten details are found before deployment, not after.
The Challenge
Poor cloud visibility is expensive.
And it shows up in several ways at once.
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.
AI agents accumulating without oversight
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.
Backup posture that no longer reflects production
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.
Cloud waste that compounds between bills
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.
The Platform
Start simple. Go deeper as you need to.
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.
Free to Download
Oscar Ops
Your AI co-pilot for cloud operations. Scans your environment, builds your context graph, and gives you answers grounded in what's actually running, from your first session.
✓
Builds your live context graph automatically from the first scan✓
Works on untagged environments, no configuration project required✓
Runs inside your cloud perimeter, no credentials leave your environment✓
Human approval required before any action executes✓
Diagnoses incidents, surfaces waste, and validates backup posture✓
Full audit trail for governance and compliance reportingOperational Clarity in Days
Assessments
Structured, evidence-backed analysis of specific risk or readiness questions, delivered in days, not the weeks or months a manual approach would take.
✓
Backup Assessment: coverage map, RTO/RPO validation, audit-ready plan✓
AI Agent Inventory: complete agent inventory, access scope, blast radius, governance gaps✓
Zombie Waste Assessment: orphaned resources with full IaC lineage and safe-to-remove guidance✓
Evidence-backed deliverables grounded in your live context graph✓
Each assessment includes an ongoing monitoring option to keep your posture currentClose the Gaps at Scale
Platform Workflows
The AI-governed engine that acts on what each assessment surfaces. Agents do the work. Humans approve every material decision before anything changes.
✓
Disaster Resilience Workflow: continuous posture validation, automated drill scheduling, gap remediation✓
Cost Optimization Workflow: safe, evidence-backed reclaim of zombie and idle resources✓
Cloud Modernization Workflow: dependency-aware migration planning and governed app migration execution✓
Every action requires explicit human sign-off before executionPopular Assessments
Get started with a structured assessment.
Results in days, not months.
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.
Backup Assessment
Backup Assessment
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.
- Coverage map of every protected and unprotected resource
- Prioritized gap list with business impact estimates
- RTO/RPO validation against live configurations
- 3-2-1-1-0 compliance assessment
- Audit-ready backup and resilience plan
- Optional: ongoing monitoring to keep your posture current
Zombie Waste Assessment
Zombie Waste Assessment
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.
- Complete inventory of orphaned, idle, and over-provisioned resources
- Full IaC lineage: what deployed it, what depends on it, who owns it
- Cost attribution by resource, team, and project with 90-day trend
- Safe-to-remove guidance with blast radius analysis for each candidate
- Prioritized remediation roadmap with estimated annual savings
- Optional: ongoing monitoring to prevent waste from re-accumulating
Grow with OpsCanvas
Go at your own pace. Your context graph
gets more powerful as you go deeper.
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.
Ongoing Monitoring
Stay on top of your cloud.
Make assessment an ongoing practice, not a one-time event.
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.
Essential
$1.5K–$2K/ month
Quarterly reassessment
✓
Quarterly posture reassessment against your live context graph✓
Critical alerts for new gaps and coverage failures✓
Updated report each cycle with trend comparisonStandard
$2.5K–$3.5K/ month
Monthly reassessment
✓
Monthly posture reassessment with full context graph refresh✓
Configurable alert thresholds for your environment✓
Drift detection between reassessment cycles✓
Trend reporting suitable for board and compliance reviewContinuous
$4K–$6K/ month
Real-time graph updates
✓
Real-time context graph updates as your environment changes✓
Full alerting suite with proactive gap detection✓
Scheduled automated drills to validate resilience posture✓
Priority access to the OpsCanvas assessment teamWhy OpsCanvas
Complementary. Operator-grade. AI-native.
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.
Works alongside your existing stack
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.
Operator-grade, not chatbot-grade
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.
Designed for AI from the ground up
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.
Days, not months
Large consulting engagements take 8 to 16 weeks and cost hundreds of thousands. OpsCanvas assessments deliver comparable rigor in days, at a fraction of the cost, because Oscar does the discovery automatically from your live context graph.
Gets more valuable over time
Every environment we map improves the inference engine. Dependency resolution becomes more accurate. Cost attribution gets sharper. Drift detection finds subtler patterns. The platform learns from scale.
Humans control the gates that matter
Oscar finds. Agents propose. Humans decide. Every material action that changes your environment requires explicit human sign-off before execution. No autonomous changes. No runaway automation.
Designed to Work Alongside
OpsCanvas extends and complements the tools your team already trusts. No rip and replace.
Rubrik
Veeam
AWS Resilience Hub
Datadog
Splunk
Apptio
Cloudability
Wiz
Vanta
Get Started Today
The AI-Native Cloud Agent Platform.
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.