# AI Cloud Management: Cut Cloud Cost

> How ZopNight handles ai cloud management across AWS, GCP, and Azure. Read-only setup, production excluded by default.

Source: https://zop.dev/solutions/ai-cloud-management
Published: 2026-07-01 · Author: avinash-gaurav · Tags: zopnight, hub

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ZopNight ships an MCP server with 289 tools (165 read + 124 write) for any MCP-capable AI client. OAuth or PAT authentication, RBAC at the gateway, writes opt-in per org tier and capped to the caller's role, audit-logged. AI assistants query resources, costs, recommendations, teams, and budgets in natural language. ZopNight applies ai cloud management to non-production across AWS, GCP, and Azure, measured against real usage. See it by cloud or by service below, and the discipline in [FinOps](https://zop.dev/learn/finops).

## By cloud

- [AWS AI Cloud Management](https://zop.dev/aws-ai-cloud-management)
- [GCP AI Cloud Management](https://zop.dev/gcp-ai-cloud-management)
- [Azure AI Cloud Management](https://zop.dev/azure-ai-cloud-management)

## By service

- [AI Cloud Management for EC2](https://zop.dev/solutions/aws-ec2/ai-cloud-management)
- [AI Cloud Management for RDS](https://zop.dev/solutions/aws-rds/ai-cloud-management)
- [AI Cloud Management for EKS](https://zop.dev/solutions/aws-eks/ai-cloud-management)
- [AI Cloud Management for ECS](https://zop.dev/solutions/aws-ecs/ai-cloud-management)
- [AI Cloud Management for Lambda](https://zop.dev/solutions/aws-lambda/ai-cloud-management)
- [AI Cloud Management for ElastiCache](https://zop.dev/solutions/aws-elasticache/ai-cloud-management)
- [AI Cloud Management for Redshift](https://zop.dev/solutions/aws-redshift/ai-cloud-management)
- [AI Cloud Management for SageMaker](https://zop.dev/solutions/aws-sagemaker/ai-cloud-management)
- [AI Cloud Management for EMR](https://zop.dev/solutions/aws-emr/ai-cloud-management)
- [AI Cloud Management for ASG](https://zop.dev/solutions/aws-auto-scaling/ai-cloud-management)
- [AI Cloud Management for S3](https://zop.dev/solutions/aws-s3/ai-cloud-management)
- [AI Cloud Management for EBS](https://zop.dev/solutions/aws-ebs/ai-cloud-management)
- [AI Cloud Management for CloudFront](https://zop.dev/solutions/aws-cloudfront/ai-cloud-management)
- [AI Cloud Management for DynamoDB](https://zop.dev/solutions/aws-dynamodb/ai-cloud-management)
- [AI Cloud Management for App Runner](https://zop.dev/solutions/aws-app-runner/ai-cloud-management)
- [AI Cloud Management for Compute Engine](https://zop.dev/solutions/gcp-compute-engine/ai-cloud-management)
- [AI Cloud Management for Cloud SQL](https://zop.dev/solutions/gcp-cloud-sql/ai-cloud-management)
- [AI Cloud Management for GKE](https://zop.dev/solutions/gcp-gke/ai-cloud-management)
- [AI Cloud Management for Cloud Run](https://zop.dev/solutions/gcp-cloud-run/ai-cloud-management)
- [AI Cloud Management for Memorystore](https://zop.dev/solutions/gcp-memorystore/ai-cloud-management)
- [AI Cloud Management for BigQuery](https://zop.dev/solutions/gcp-bigquery/ai-cloud-management)
- [AI Cloud Management for Cloud Functions](https://zop.dev/solutions/gcp-cloud-functions/ai-cloud-management)
- [AI Cloud Management for Artifact Registry](https://zop.dev/solutions/gcp-artifact-registry/ai-cloud-management)
- [AI Cloud Management for Azure VMs](https://zop.dev/solutions/azure-virtual-machines/ai-cloud-management)
- [AI Cloud Management for AKS](https://zop.dev/solutions/azure-aks/ai-cloud-management)
- [AI Cloud Management for Azure SQL](https://zop.dev/solutions/azure-sql-database/ai-cloud-management)
- [AI Cloud Management for Azure Functions](https://zop.dev/solutions/azure-functions/ai-cloud-management)
- [AI Cloud Management for VMSS](https://zop.dev/solutions/azure-vm-scale-sets/ai-cloud-management)
- [AI Cloud Management for Databricks](https://zop.dev/solutions/azure-databricks/ai-cloud-management)
- [AI Cloud Management for ML Compute](https://zop.dev/solutions/azure-ml-compute/ai-cloud-management)

## Frequently asked questions

### Where should I start?

Start with the FinOps overview for the discipline that ties it together, then use the specific guide, cloud, or location page for the task you are on.

### Is production at risk?

No. Production is excluded by default; ZopNight acts only on the non-production resources you choose.

### What access does ZopNight need?

A read-only role to start. Discovery, cost reporting, and recommendations all run read-only, and you enable actions when you are ready.