[
StackGen for Engineering Leaders
]

Unlock Your Engineering Velocity

Give your teams AI-powered infrastructure automation that eliminates bottlenecks and accelerates delivery without sacrificing reliability.

StackGen for engineering leaders

Trusted by platform teams building the future

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Driving Outcomes For Your Engineering Team

App Developer
Slow Provisioning Cycles
Challenge

Waiting on infrastructure teams to spin up or update environments delays feature testing and release velocity.

Outcome
Improved Developer Productivity

30–40% more productive coding time, without manual infrastructure setup or troubleshooting.

Complex IaC and Cloud Dependencies
Challenge

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.

Outcome
Fewer Deployment Failures

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

Environment Inconsistencies
Challenge

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

Outcome
Consistent & Predictable Environments

99% parity between dev, staging and production environments.

Limited Infrastructure Visibility
Challenge

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

Outcome
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
Platform Engineers
Overwhelmed by Developer Requests
Challenge

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

Outcome
Developer Self-Service

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

Scaling Support Doesn’t Scale Linearly
Challenge

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

Outcome
Vertically Scale Platform Support

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

Lack of Consistency and Governance
Challenge

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

Outcome
Standardize & Govern Naturally

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

Manual Infrastructure Operations
Challenge

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

Outcome
Automated Infrastructure Management

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

80
%
Less manual platform work
80
%
Increased provisioning speed
100
%
Governance enforcement
Site Reliability Engineers
Frequent Rollbacks & Failed Releases
Challenge

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

Outcome
Deployment Success Rate

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

Fragmented Reliability Insights
Challenge

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

Outcome
Continuous Reliability Visibility

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

Inconsistent SRE Standards Across Teams
Challenge

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

Outcome
Standardized Reliability Practices

Consistent enforcement of SRE policies, SLIs, and compliance controls across all environments.

Slow Incident Detection & Recovery
Challenge

Manual triage, root cause analysis, and remediation extend Mean Time to Resolution (MTTR), directly impacting uptime and customer trust.

Outcome
Reduce Response & Resolution Time

60
%
Increase in deployment success rate
50
%
MTTR reduction
80
%
Less manual maintenance work

Agentic use case

Automate common, repetitive workflows

SRE
Predictive Downtime Analysis

Based on previous logs, traces, metrics and alerts.

Try Prompt
SRE
Error Rate Analysis

Which service is contributing most to the increased error rate?

Try Prompt
App Developer
CI Pipeline Debug

CI Pipeline for the cache service is failing. Please help me debug it.

Platform Engineer
Wiz Security Scan and Remediation

Scan my appStack with Wiz for security violations and fix them

Platform Engineer
HIPAA Compliant S3 Policy

Generate HIPAA Compliant policy for S3 bucket to disable public access

App Developer
Generate the IaC for a file processing service on AWS

Generate the IaC for a serverless file processing setup on AWS

[
Product
]

Seamlessly integrates with your existing DevOps toolchain

Works with your toolchain
Infrastructure
Infrastructure
MCP Server

Lets AI agents, tools like Claude and IDEs like VS Code call StackGen directly.

Governance Configs

Enforce security, compliance, and consistency with fine and governance

Policies

Define compliance and best practices with automated policy enforcement

Compliance

Track and manage continuous compliance with detailed policy checks and reports

Drift

Detect and manage infrastructure drift by comparing IaC with deployed resources

Activity Logs

Track and audit all system events with searchable, detailed activity logs

Aiden
Team Shared Skills

Build once and reuse throughout entire team

Workflow Automation

Automate common workflows to free team up on other work

Context Awareness

Aiden is aware of context from conversation history and knowledge base to make the right decisions and actions

MCP Server

Lets AI agents, tools like Claude and IDEs like VS Code call StackGen directly.

Learn More

Highlights

Developer Workflow

Update and manage infrastructure instantly with StackGen MCP. Query resources, edit variables, and push changes to Git — all through natural language. From service updates to IaC commits, StackGen automates every step, securely and intelligently.

AI Powered Insights for Grafana Stack

Aiden adds AI-powered intelligence to Grafana, enabling natural language queries, automated root cause analysis, and instant insights from your metrics, logs, and dashboards—no manual investigation required.

Full-Stack Observability

ObserveNow unifies logs, metrics, traces, and APM data into one open-source platform. Deploy in minutes with 300+ integrations, cut observability costs by 60%+, and maintain full control with flexible deployment options. No vendor lock-in, just instant visibility across your entire stack.

Supercharge Backstage

Self-Service IDP for Infrastructure Management Needs. Enable developers to provision infrastructure directly from Backstage templates, eliminating DevOps bottlenecks while automatically generating Infrastructure as Code from service metadata.