Platform
A one-time assessment is a snapshot. Your cloud is not. Monitoring turns your assessment into an ongoing posture program, re-running the same analysis on a quarterly, monthly, or continuous cadence so that new drift, new agents, and new waste surface before they become problems.
Why Monitoring
The gaps an assessment surfaces are not a fixed list. New resources appear without backup configuration. New agents land in production without authorization. Costs drift upward without attribution. Monitoring is what makes the assessment durable.
The assessment already built the map of your environment. Monitoring keeps it current. No new integration project. No re-discovery from scratch. The same graph that produced your report is refreshed on schedule, so every reassessment runs against what is actually deployed today.
Monitoring does not wait for your next scheduled review. When a new unprotected resource appears, when an AI agent with elevated permissions surfaces, or when cost regression signals a runaway loop, alerts surface it immediately. The gap that matters is the one you did not know about.
Every reassessment produces the same structured deliverables as the original: updated coverage map, freshly validated RTO/RPO targets, revised gap list with ownership attribution. When an auditor or board asks for your current posture, you have evidence on hand, not a report that is nine months stale.
When monitoring surfaces the same category of drift quarter after quarter, the case for a platform workflow becomes clear. Monitoring is the evidence that the gap is a pattern, not a one-time fix. The data it produces is how that conversation moves from optional to obvious.
Coverage
Whatever assessment you ran, monitoring tracks those same criteria on an ongoing basis. The signals below are what surface when something material changes in each area.
Continuously tracks protection coverage and RTO/RPO validity as your environment evolves. New resources that land without backup configuration are surfaced before the next audit cycle.
Shadow agents enter production every week. Monitoring tracks agent sprawl, permission scope changes, and token cost trajectories continuously so governance gaps do not accumulate silently.
Orphaned resources and over-provisioned infrastructure accumulate continuously. Monitoring tracks new zombie candidates, attribution gaps, and cost regression signals so spend does not drift without accountability.
Pricing
Start with the cadence that matches your current risk appetite and upgrade as monitoring data builds the case for more frequent reassessment or a platform workflow.
What Monitoring Surfaces
OpsCanvas monitoring is organized around signals that carry operational accountability, not raw log volume. Every alert traces back to a specific resource, owner, and state change in the Context Graph.
An agent has appeared in your environment with elevated permissions or broad blast radius that was not present in the prior inventory. Requires immediate review by the platform or security owner.
A material change to your backup coverage or RTO/RPO configuration has occurred since the last assessment. A critical workload has moved outside protected status or recovery targets have diverged significantly from live state.
Configurable thresholds for agent governance coverage, policy enforcement, or compliance framework requirements have been crossed. The gap is not critical yet but is trending in the wrong direction based on the prior two reassessments.
A configurable spend threshold has been crossed, or token cost trajectory for one or more AI agents has accelerated significantly from prior-period baseline. Attribution is surfaced to the specific resource, agent, or team responsible.
Resources have crossed the activity threshold for orphan candidacy since the last assessment run. Ownership attribution and safe-removal classification are included so the team can act without investigation.
Your scheduled reassessment is complete. The updated report includes the current posture across all monitored categories, delta from prior run, trend indicators on each gap category, and any items that have crossed into critical or standard alert status this cycle.
The Full Journey
Monitoring sits in the middle of the OpsCanvas land-and-expand sequence. It turns a one-time report into a program, and the program builds the evidence that a platform workflow is the right next step.
Oscar builds the Context Graph, runs your chosen assessment criteria against live infrastructure, and delivers an evidence-backed gap report in days. This is where the map is made and the gaps are named.
The same Context Graph is kept current. Reassessments run on your chosen cadence. Alerts surface material changes between runs. The posture picture stays accurate and the gaps that repeat build the workflow case.
When monitoring proves the gaps are recurring, a platform workflow implements the remediation. Oscar discovers, agents execute the work, and humans approve every material decision. The gaps get closed, not just tracked.
The customer never starts from zero. Every step in the sequence uses the same Context Graph the prior step built. The assessment map becomes the monitoring baseline. The monitoring data becomes the workflow brief. You are always building on evidence you already paid for.
Get Started
If you have completed an OpsCanvas assessment, monitoring activates the same Context Graph on a recurring cadence. No new integration. No new discovery project. Talk to us about which tier fits your current situation.