The Intelligence Layer for Cloud Operations
OpsCanvas sits on top of your existing cloud tools and connects the dots for you. It automatically captures what’s running, what changed, who owns it, and what it costs, then surfaces clear answers and safe actions. Behind the scenes, the Intelligence Layer models your environment in real time without manual tagging or fragile rules.

Cloud Intelligence Graph
The Cloud Intelligence Graph is a continuously updated map of your cloud, revealing how resources, deployments, teams, costs, and decisions connect over time. Rather than static inventories, it captures why things exist, who owns them, what changed, and what they impact, turning raw data into a live understanding of your environment.
What Makes It Different

Context First Not Data First
Understand impact, ownership, intent, dependencies, and history, not just inventory.

Continuously Updated
Unlike traditional systems that only record what happened, OpsCanvas learns from every change, continuously refining its understanding of your environment, workflows, and business context over time.

Cross-system Context
As your environment evolves, the graph continuously refines its understanding of your systems, workflows, and decisions.
Real-time Intelligence for Cloud Teams
Oscar’s Context-powered Answers
Get Correct Answers to Hard Questions
Oscar lets you ask questions that normally require hours of investigation across tools. Instead of querying isolated data, Oscar reasons over the Cloud Intelligence Graph to deliver answers grounded in real operational context. Oscar delivers context-aware reasoning and multi-step problem solving based on how your systems actually work, providing clear, actionable answers in seconds.
Live Feed of Operational Intelligence
Know what matters as it happens
The Live Feed surfaces the most impactful changes across your cloud in real time, enriched with ownership, cost, and dependency context.
- What changed
- Where it happened
- Who it impacts
- Why it matters
- What action to consider
No manual correlation required.

Resource Map
See How Everything Connects
The Resource Map visualizes relationships across resources, applications, teams, and spend in a shared model of reality. It helps teams understand impact, ownership, and dependencies at a glance, organized without tags.
Action and Automation, Driven by Intelligence

Actionable Insights
Know what to fix and why
OpsCanvas continuously identifies high-confidence opportunities for action using full operational context, including:
- Waste and inefficiency
- Cost misallocation
- Ownership gaps
- Risky or fragile dependencies
Insights are explainable, grounded in context, and designed to be acted on.
Zombie Scan
Eliminate Waste Safely
Zombie Scan identifies unused, forgotten, or orphaned resources using real usage, relationship, and dependency data so teams can remove waste without guessing or breaking production.


AI Agents & Automation
Turn Intelligence Into Action
OpsCanvas lays the foundation for skill-specific AI agents and automations that operate safely using full operational context. Because actions are grounded in ownership, dependencies, and decision history, automation can respect both business intent and technical rules.