Focus creating business or user critical features
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
Slow Provisioning Cycles
Waiting on infrastructure teams to spin up or update environments delays feature testing and release velocity, reducing overall development agility.
Outcomes
Improved Developer Productivity
30-40% increase in productive coding time excluding manual infra setup and troubleshooting.
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.
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.
95%
Reduction in Provisioning Time
80%
Fewer Platform Support Tickets
60%
Faster deployment velocity
Empower developers through reliable, scalable, and automated infrastructure
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 more 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%
Increase 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.
Outcomes
Standardized Reliability Practices
Consistent enforcement of SRE policies, SLIs, and compliance controls across all environments.
Challenges
Slow Incident Detection & Recovery
Manual triage, root cause analysis, and remediation extend Mean Time to Resolution (MTTR), directly impacting uptime and customer trust.
Outcomes
Reduce Response & Resolution Time
MTTR reduced by up to 50% through automated diagnostics, RCA, and smart remediation with Aiden. Less downtime, higher service reliability.
60%
Increase Deployment Success Rate
80%
Less Manual Maintenance Work
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