What Makes The OpsPilot Different

The OpsPilot is not a cost calculator, build-time estimator, or a CI/CD check.

- TOP starts by learning how cloud cost actually behaves in your existing AWS environment.

- Uses that cost behavior model to explain why your current infrastructure costs what it does.

- When new work is proposed, in Jira tickets or workload descriptions, TOP applies that same behavior model at planning time to provide estimates grounded in real signals from your organization.

This is FinOps across the full lifecycle:
cost understood in existing infrastructure, made visible during planning, and continuously refined as systems evolve.