Unlock Engineering Velocity | AI-Powered Infrastructure Automation

Driving Outcomes For Your Engineering Team

Focus creating business or user critical features versus worrying about infrastructure

Challenges

Slow Provisioning Cycles

Waiting on infrastructure teams to spin up or update environments delays feature testing and release velocity, reducing overall deployment agility.

Outcomes

Improved Developer Productivity

30-40% increase in productive coding time excluding manual infra setup and troubleshooting.

Challenges

Complex IaC and Cloud Dependencies

Managing Terraform scripts, Kubernetes manifests, and multi-cloud resources requires deep infrastructure expertise that most app developers don't have, creating a steep learning curve and high dependency on platform teams.

Outcomes

Fewer Deployment Failures

Up to 50% reduction in failed deployments due to automated validation and policy enforcement.

Challenges

Environment Inconsistencies

Developers often face mismatched configurations between dev, staging, and production environments, leading to unpredictable app behavior and deployment failures.

Outcomes

Consistent & Predictable Environments

99% parity between dev, staging and production environments.

Challenges

Limited Infrastructure Visibility

App developers lack insight into the underlying infrastructure health, dependencies, and costs—making it difficult to diagnose performance issues or optimize resource usage.

Outcomes

Accelerated Deployment Velocity

App release cycles speed up by 40-60% as environments and stacks can be spun up instantly.

95%

Reduction in Provisioning Time

80%

Fewer Platform Support Tickets

60%

Faster Deployment Velocity

Empower developers through self-service, golden path infrastructure provisioning options

Challenges

Overwhelmed by Developer Requests

Platform teams spend excessive time handling tickets and support requests for infrastructure access or environment setup, slowing down delivery cycles.

Outcomes

Developer Self-Service

Aiden empowers developers to get answers and complete tasks instantly—70% reduction in operational tasks.

Challenges

Scaling Support Doesn't Scale Linearly

As developer teams grow, platform teams struggle to keep pace without adding headcount or compromising on responsiveness.

Outcomes

Vertically Scale Platform Support

As your developer organization grows, support 3-5x developers with the same platform team size.

Challenges

Lack of Consistency and Governance

Manual configurations lead to drift, non-compliance, and inconsistent standards across environments.

Outcomes

Standardize & Govern Naturally

Embed your platform's guardrails, standards, and best practices. 50% fewer change-related incidents.

Challenges

Manual Infrastructure Operations

Provisioning, updating, and managing infrastructure across multiple clouds consumes valuable engineering hours.

Outcomes

Automated Infrastructure Management

Simplifies provisioning, configuration, and updates across multi-cloud environments IaC. 60-80% reduction in manual provisioning time.

80%

Less Manual Platform Work

80%

Increased Provisioning Speed

100%

Governance Enforcement

Ensure system reliability and performance while enabling rapid, safe delivery of changes

Challenges

Frequent Rollbacks & Failed Releases

SREs often struggle with unstable deployments caused by inconsistent CI/CD configurations, manual errors, and unverified changes—leading to frequent rollbacks and delayed releases.

Outcomes

Deployment Success Rate

Fewer rollbacks and failed releases, higher confidence in continuous delivery pipelines leading to 60% increase in deployment success rate.

Challenges

Fragmented Reliability Insights

Monitoring and compliance data are spread across multiple tools, making it difficult for SREs to maintain unified visibility into service health and incident trends.

Outcomes

Continuous Reliability Visibility

Real-time observability and compliance dashboards provide unified visibility across systems, policies, and incidents.

Challenges

Inconsistent SRE Standards Across Teams

Without centralized governance, SRE best practices, SLIs, and reliability objectives are inconsistently applied—causing uneven service quality and compliance drift.