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Cloud AI & Automation

Deploy and Manage Infrastructure as Code — Consistently and at Scale

Infrastructure automation eliminates manual provisioning, reduces configuration drift, and enables consistent environment deployment through code — making cloud infrastructure as reliable and repeatable as a software release process.

Overview

What RLM Delivers on Cloud Infrastructure Automation

Manual cloud infrastructure management doesn't scale — and the inconsistencies it introduces create security vulnerabilities, operational failures, and compliance gaps. Infrastructure as Code transforms cloud operations from an art into an engineering discipline.

Advisory Approach

How We Approach Cloud Infrastructure Automation

A structured path through the Cloud Infrastructure Automation decision — current-state discovery, shortlist and benchmark, commercial negotiation, then support until it is actually working.

1

Infrastructure Automation Maturity Assessment

We assess your current IaC adoption — Terraform coverage, CI/CD integration, drift detection, and state management — and identify the gaps between current practice and a mature infrastructure automation capability.

IaC AssessmentCI/CD ReviewDrift Analysis
2

Tooling Selection & Architecture

We evaluate infrastructure automation platforms — Terraform, Pulumi, AWS CDK, Azure Bicep, and Ansible — against your cloud mix, team expertise, and policy compliance requirements.

Tool EvaluationArchitecture DesignModule Strategy
3

Policy-as-Code Implementation

Infrastructure automation requires guardrails — automated compliance checking that prevents non-compliant resources from being deployed. We design the policy-as-code framework using tools like OPA, Sentinel, or AWS Config.

Policy FrameworkCompliance RulesEnforcement Design
4

CI/CD Pipeline Integration

Infrastructure automation delivers full value when integrated into CI/CD pipelines — automated plan, review, and apply workflows that treat infrastructure changes with the same rigor as application code changes.

Pipeline DesignApproval WorkflowsTesting Strategy
Evaluation Criteria

Cloud Infrastructure Automation Evaluation Criteria

Before committing to any Cloud Infrastructure Automation platform, these are the points worth forcing a straight answer on.

01

State Management

Terraform state files contain sensitive data and must be managed securely. Evaluate state backend options (S3+DynamoDB, Terraform Cloud, Azure Storage) and the access controls around state management.

02

Drift Detection

Manual changes to cloud infrastructure create drift from IaC definitions — creating security and compliance exposure. Evaluate drift detection capability and the process for remediating or codifying detected drift.

03

Module Design & Reusability

Reusable, well-tested IaC modules accelerate development and enforce standards. Evaluate the module design methodology and the team's discipline in building reusable vs. one-off infrastructure code.

04

Secret Management Integration

IaC pipelines must not store secrets in code. Evaluate integration with HashiCorp Vault, AWS Secrets Manager, Azure Key Vault, and the injection methodology for secrets at deployment time.

05

Cost Estimation Integration

Evaluate Infracost or native cost estimation integrations in your IaC pipeline that surface the cost implications of infrastructure changes before they're applied — preventing surprise cost increases from configuration changes.

06

Disaster Recovery for IaC State

IaC state is critical infrastructure data. Evaluate backup procedures, versioning, and recovery capability for state files — loss of Terraform state can make existing infrastructure unmanageable.

"RLM helped us rationalize our multi-cloud spend and identify over $1.2M in annual savings. Their approach was methodical and unbiased — exactly what we needed."

CFO — Mid-Market Manufacturing Company

The benchmark comes first. Without a baseline, “savings” is just a number a vendor gave you.

A Sample of the Cloud & Managed Services Providers We Evaluate

Amazon Web ServicesMicrosoft AzureGoogle CloudEquinixDigital RealtyFlexentialTierPointiron mountain

RLM is vendor neutral. These are among 600+ providers in our evaluation set — inclusion here is not an endorsement, and we are paid by the provider you choose, not by any provider in particular. How that works →

Thinking About Cloud Infrastructure Automation?

Start with a no-cost conversation with an RLM cloud advisor — vendor neutral, no agenda, just clarity on the right path forward.

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