Multi-cloud deployment agent
One agent. Every cloud.
DeployAI is an autonomous deployment agent that designs and provisions infrastructure against the Well-Architected Framework, across AWS, Azure, GCP, Alibaba Cloud and Vercel, from a single control plane. Built by the team behind Opsmoor.
Sound familiar?
Deploying infrastructure shouldn't mean five different toolchains
Most teams running a multi-cloud estate hit the same wall:
A different tool per cloud
Terraform for AWS, ARM or Bicep for Azure, gcloud scripts for GCP. Nothing talks to anything else.
Credential sprawl across consoles
Every cloud has its own console, its own IAM model and its own audit trail, so nothing is consistent and nothing is easy to reason about together.
Drift across environments
Dev, staging and production quietly diverge until a deploy fails somewhere nobody was watching.
Slow, risky rollouts
No unified visibility into what's deployed where, so every rollout is a manual, error-prone coordination exercise.
How it works
One agent, deployed everywhere you run infrastructure
A single control plane, an agent in every cloud account you connect.
Install
Deploy the lightweight DeployAI agent into each target cloud account. Outbound-only, no inbound ports opened.
Define
Describe your infrastructure once, declaratively or in natural language. DeployAI designs it against the Well-Architected Framework before translating it into environment-specific actions.
Orchestrate
The agent provisions, configures and wires up resources across every connected environment from a single run.
Observe
Real-time status, drift detection and rollback, across every environment, in one dashboard.
Design principles
Every deployment follows the Well-Architected Framework
DeployAI doesn't just apply your config. It designs and validates infrastructure against the pillars that matter, on every cloud you run.
Operational Excellence
Every deployment is repeatable, observable and easy to operate, not a one-off script nobody can rerun safely.
Security
Least-privilege access, encryption by default and no standing inbound access, enforced automatically on every environment.
Reliability
Infrastructure is designed to recover from failure and scale to meet demand, validated before it ships, not after an outage.
Performance Efficiency
Resources are right-sized to the actual workload, not over-provisioned out of habit or guesswork.
Cost Optimization
Waste and right-sizing opportunities are flagged as part of the deployment plan itself, not as a separate audit later.
Sustainability
Efficient resource use is a design input from the start, across every cloud footprint.
Environments
Built for every environment you actually run
AWS at launch. Azure, GCP, Alibaba Cloud and Vercel agents on the roadmap.
AWS
EC2, ECS, EKS, RDS, VPC and IAM resources provisioned and reconciled through the DeployAI agent.
Microsoft Azure
Resource groups, VMs, AKS and networking, mapped to the same declarative model as every other environment.
Google Cloud
Compute Engine, GKE, Cloud SQL and VPC resources under one consistent deployment model.
Alibaba Cloud
ECS, ACK and VPC support for teams operating in Asia-Pacific markets.
Vercel
Frontend and edge deployments coordinated alongside your backend infrastructure, not managed separately.
Why DeployAI
Built by engineers who deploy production infrastructure every day
DeployAI comes from Opsmoor, a DevOps agency that has run multi-cloud deployments for clients worldwide since day one.
- 30+ certified engineers across AWS, Azure, GCP, Alibaba Cloud and Vercel infrastructure.
- Well-Architected by default: every deployment is designed against the same six pillars auditors check for, not bolted on after the fact.
- Real deployment experience: the same team behind Opsmoor's DevOps retainers and infrastructure builds.
- Outbound-only agent: nothing is ever exposed to inbound access. The agent connects out, never in.
Roadmap
Early accessAWS agent, declarative config support, design-partner onboarding.
Expanding coverageAzure & GCP agents, drift detection and rollback.
Full orchestrationAlibaba Cloud & Vercel agents, natural-language deployment intents, unified dashboard.
FAQs
Frequently asked questions
Is DeployAI live yet?
DeployAI is in early access. We're onboarding a limited number of design partners now, starting with the AWS agent, and expanding from there.
How does the DeployAI agent access my infrastructure?
The agent runs inside your environment and makes outbound-only connections to the DeployAI control plane. No inbound ports are opened and no persistent external access is granted to your network or cloud account.
Which environments do you support?
AWS first, with Azure, Google Cloud, Alibaba Cloud and Vercel agents following shortly after.
How is this different from Terraform or Pulumi?
Terraform and Pulumi describe infrastructure as code. DeployAI is the agent that runs continuously in every environment to apply, reconcile and report on that infrastructure from one control plane.
Does DeployAI follow the Well-Architected Framework?
Yes. Every deployment plan is designed and validated against the six Well-Architected pillars: operational excellence, security, reliability, performance efficiency, cost optimization and sustainability, on every cloud you run.
Who is behind DeployAI?
DeployAI is built by Opsmoor, a UK-registered software development, DevOps and DevSecOps agency. You can reach the same team at info@opsmoor.com or on opsmoor.com.
Get started
Join the early access list
Tell us about your environments and deployment goals. We'll reach out as design-partner slots open, and keep you posted on launch.
Email: info@opsmoor.com
Phone: 07459 889170
Call us now →