AI-Driven Optimization for DevOps

Proactively identify and resolve infrastructure issues, eliminate bottlenecks, and streamline your DevOps workflows.

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How It Works

Step 1

Radi connects with your existing DevOps stack through lightweight pipelines and collectors (read-only). It works out of the box with minimal human effort and zero disruption to your current workflows.

Step 2

Our AI engine analyzes your infrastructure by cross-referencing data from connected tools and platforms. It leverages our proprietary best practices library to detect inefficiencies, gaps, and hidden risks — combining client context with domain expertise.

Step 3

You receive clear, prioritized suggestions for security hardening, cost optimization, and performance improvements. Radi also highlights outdated or orphaned components and offers Infrastructure as Code improvements you can review and approve.

Optimize What You Have or Build Anew with Radi

Radi adapts to your needs—whether you're refining existing infrastructure or starting fresh. It's your AI-powered partner for smarter systems.

Enhance Existing Infrastructure

Radi dives into your setup with an AI-driven review, pinpointing inefficiencies, outdated configs, and security gaps. It suggests best practices, keeps versions in check, and tackles technical debt—streamlining deployments and hardening security without the headache.

Design a New System from Scratch

Need something custom? Radi crafts a system design tailored to your app's demands, with cloud-ready recommendations and deployment options. Review, approve, and roll it out—built right the first time.

Key Features

AI-Powered Insights

Automated optimization of infrastructure, deployments, and observability stacks.

Security & Compliance Checks

No more manual audits. Radi ensures policy and best practices are continuously enforced.

Cost Optimization

Identify idle resources, scale smartly, and reduce cloud spend automatically.

DevOps Pain Points We Address

Environmental Inconsistencies and Configuration Drift

Radi continuously audits your infrastructure to detect drift and inconsistencies, ensuring stable deployments.

CI/CD Pipeline Performance Bottlenecks

Radi automatically pinpoints pipeline inefficiencies, offering actionable insights to accelerate deployment speed.

Security Integration Gaps in DevSecOps

Radi monitors security integration across your DevOps processes, identifying and closing gaps proactively.

Toolchain Complexity and Integration Fatigue

Radi simplifies your toolchain integrations, streamlining operations with minimal overhead.

The YAML Crisis and Configuration Management

Radi reduces YAML complexity through intelligent recommendations, simplifying and automating your configuration management.

Knowledge Retention and Transfer

Radi captures DevOps knowledge automatically, ensuring seamless retention, easy access, and efficient transfer—even as teams evolve or personnel change.

Key Integrations

Telegraf

We analyze system metrics collected via Telegraf and provide suggestions for config tuning and system visibility.

Prometheus

We use Prometheus metrics to support observability recommendations and can offer insights on scrape intervals and alert rules.

InfluxDB

Radi reads time-series data from InfluxDB to suggest alert structures suitable for both traditional Ops and AIOps models.

Grafana

We provide suggestions for dashboards, alerts, and monitoring flows for more actionable observability via Grafana.

Git & GitOps

We extract configuration files for inventory discovery and support GitLab and GitHub pipeline optimization under GitOps practices.

Jenkins

Radi identifies bottlenecks and inefficiencies in Jenkins pipelines to streamline build and deployment workflows.

Terraform

We help visualize deployed resources, detect drift from Terraform code, and suggest or generate updates for existing configurations.

Kubernetes

We audit Kubernetes configs and suggest improvements related to scaling, resource usage, risk exposure, and drift detection.

AWS, GCP, Azure, IONOS

Radi integrates with major cloud platforms to analyze configurations, detect risks, and offer cost and performance optimization insights.

More integrations coming soon.
View full integrations list →

Interested in smarter DevOps monitoring? Request early access today.

Request Early Access