Real cloud challenges. Practical engineering answers.
The most common situations that bring companies to CloudPanda, and the services that solve them.
Most cloud problems fit into recognizable patterns. If your situation sounds like one of these, there is a structured service that addresses it directly.
Cloud spend is growing and no one can clearly explain it
The bill goes up every month. Engineering and finance are having different conversations about the same numbers. There is no clear ownership model and no governance that both sides trust.
FinOps & Cost OptimizationSecurity posture has never been formally reviewed
The environment was built to move fast, not to be secure by design. Identity controls are inconsistent, logging is incomplete, and the team is not confident about what exposure exists.
Cloud SecurityThe environment grew quickly and now feels difficult to manage
The early setup worked. Now it is making everything harder: deployments are inconsistent, governance is unclear, and changes feel risky because too much depends on undocumented knowledge.
Cloud Architecture & FoundationsA migration is coming and the risk needs to be managed properly
Migration risk is not just technical. It includes architecture debt, unclear ownership, connectivity planning, and assumptions about what can stay unchanged. A structured approach makes the difference.
Cloud MigrationOperations are too reactive and the team is stretched
Incidents take too long to understand. Alerts are noisy or missing. Ownership is unclear. The team needs help building a more reliable, visible, and manageable operating model.
Managed Cloud OperationsThe data platform has grown faster than its governance
Pipelines multiply, access becomes harder to control, data quality issues take too long to trace, and the platform is becoming a liability rather than an asset. Structure is needed before scale makes it worse.
Data Platform EngineeringDoes your situation fit one of these patterns?
A focused cloud assessment is the fastest way to understand what is happening in your environment and what should be addressed first.