Cloud

Estimate monthly Amazon API Gateway charges across API families with request chunking, transfer costs and private endpoint budget context.

Estimate monthly AWS Lambda Functions cost across requests, GB-seconds, provisioned capacity and optional meters with editable regional rates.

Estimate CDN cache-hit savings from origin traffic and request costs, with break-even hit rates and setup-cost payback for each scenario.

Estimate cloud egress spend from measured traffic and a marginal rate card with verified reductions, peak-month stress testing, and budget variance.

Estimate monthly cloud NAT cost from gateway time and routed traffic while comparing offload savings, route charges, and budget impact.

Plan a Kafka topic partition count from throughput and consumer parallelism, then check broker spread and keying risk before rollout.

Estimate monthly object storage cost from capacity and request volume with retrieval, egress, lifecycle and editable provider rate assumptions.

Estimate monthly observability ingest cost from measured telemetry and model collector reduction across vendor meters with retention discounts and growth.

Review an S3 bucket policy for public or cross-account grants, test trust boundaries, and prepare the live AWS checks needed before approval.

Build an Amazon S3 lifecycle policy with scoped transitions and expiration checks plus version cleanup and matching infrastructure output.