COST11-BP01 - Perform automation for operations

Implementation guidance

Evaluate the cost of effort for your cloud operations, identify the time-consuming and repetitive operational tasks, and automate them to reduce human effort and cost. The goal is to weigh the cost of building and maintaining automation against the ongoing cost of performing the work manually, and to automate where automation pays off.

Evaluate the cost of effort

Inventory operational tasks: Catalog recurring operational activities (provisioning, patching, backups, scaling, incident response, reporting) and estimate the human effort and frequency of each.

Quantify manual cost: For each task, estimate the recurring cost of doing it manually — staff time, error rate, and the opportunity cost of that time — so you can compare it against the cost of automating.

Prioritize by payoff: Prioritize automation for tasks that are frequent, time-consuming, error-prone, or on the critical path, where the recurring manual cost clearly exceeds the one-time cost to build and maintain the automation.

Automate operations

Adopt AWS-native automation: Use managed and serverless services to remove undifferentiated operational effort — for example AWS Systems Manager for patching and runbooks, AWS Lambda and EventBridge for event-driven automation, infrastructure as code for repeatable provisioning, and Auto Scaling for demand management.

Use third-party or custom tooling where appropriate: Where AWS-native options do not fit, adopt third-party products or build custom automation, factoring the build-and-maintain cost into the effort analysis.

Measure the savings: Track the reduction in manual effort and cost after automating, and feed the results back into prioritizing the next set of tasks.

AWS Services to Consider

Related Resources