Separate demand classes
Distinguish reliable aggregate demand from intentionally short-lived activity instead of treating every hour of historical consumption as equally durable.
Commitment Intelligence
Commit with context, not just consumption history.
Separate dependable aggregate demand from short-lived sandbox activity, then make cloud commitment decisions with clearer operational accountability. Acumy adds purpose, ownership and expected lifecycle to the usage signal.
Demand profile
IllustrativeReliable aggregate demand
Reliable demandTemporary activity
A stronger planning signal
Know what is dependable before treating it as demand
Non-production usage is inherently variable. A stable-looking total may contain long-running shared demand, short experiments, test cycles and environments approaching expiry. Acumy uses Workspace context to help distinguish these categories before they are treated as a single commitment signal.
Retain business context
See approved purpose, accountable owner, workload type and expected lifecycle alongside the usage signal that informs planning.
Allocate accountability
Support internal planning with a clearer view of which teams create dependable demand and which activity is expected to expire or remain flexible.
How the planning view is formed
Move from raw consumption to explainable demand
Commitment Intelligence combines aggregate usage with the operating context already held in Workspaces. The result is a planning view that can be discussed across platform, finance and procurement teams.
Observe
Review aggregate non-production consumption across the relevant cloud scope.
Classify
Use workload purpose and lifecycle signals to separate persistent demand from temporary activity.
Attribute
Connect the dependable portion of demand to accountable teams and approved Workspaces.
Inform
Provide a clearer, explainable input for planning and commercial evaluation.
Clear product boundary
Acumy informs the commitment decision. It does not alter your cloud bill or automatically place workloads.
Your teams retain control of commercial agreements, commitment purchases and workload placement. Acumy provides the operating context that makes those decisions more explainable and accountable.
From operations to finance
A shared view for FinOps, procurement and platform teams
Commitment planning becomes easier to explain when the underlying demand has an owner, a purpose and a known lifecycle. Each function can examine the same planning signal without losing the operational assumptions behind it.
FinOpsInterpret consumption through the context of approved environments, accountable owners and expected lifecycle.
ProcurementEvaluate commercial options against a more deliberate view of aggregate demand and the assumptions behind it.
Platform teamsExplain which demand should persist, which should remain flexible and which environments will naturally expire.
See Acumy in operation