The Framework That Turns Anomalies into Assets
REVEAL™ isn’t just a process.
It’s a system of trust, transforming cloud cost variances into clarity, accountability, and continuous learning.
WHY A
FRAMEWORK?
Most FinOps practices stall because they rely on ad-hoc reports, reactive meetings, or dashboards that don’t drive action.
The REVEAL™ framework solves this by embedding a repeatable loop into your workflows — ensuring every anomaly becomes a chance to learn, align, and improve.
THE REVEAL LOOP
1. Recognize
Spot anomalies early, whether in
CUR data, Athena queries, or dashboards.
2. Engage
Assign ownership.
A Jira ticket is routed to the right
engineer or application owner.
3. Validate
Teams confirm the root cause,
scaling event, config change,
misaligned workload.
4. Explore
Evaluate alternatives, rightsizing,
RI/SP coverage, automation,
or design shifts.
5. Align
Finance, Engineering, and Leadership
converge on a decision supported
by governed numbers.
6. Learn
Capture the resolution as institutional memory.
Automate repeat fixes with
guardrails or Lambda/TF scripts.
WHAT MAKES REVEAL POWERFUL
Repeatable
Not a one-off investigation, but a workflow-first system
Cross- Functional
Finance, Engineering, and Leadership working from the same playbook. .
Automation-ready
Variances that repeat get codified into automated loops.
Trust-driven
Decisions flow from governed numbers, not guesswork.
THE RESULT
With REVEAL™, anomalies stop being headaches and start becoming signals. Each cycle builds confidence, reduces response time, and strengthens your cloud cost discipline.