PLATFORM OVERVIEW

The Autonomous Infrastructure Platform

AI Agent Powered Workflows for Your Cloud Infrastructure

Our Autonomous Infrastructure Platform combines AI agents and deterministic tools to build, govern, heal, and optimize cloud infrastructure from code to compliance via deterministic tools, revolutionizing DevOps with self-managing systems.

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Why Choose StackGen’s Autonomous Infrastructure Platform?

95%

Less infrastructure effort for developers

10x

Less manual work for Platform teams

35%

Fewer Security Incidents

30%

Fewer Production Incidents

THE PROBLEM

AI Adoption in Development
Shifts Bottleneck to Infrastructure

Code-Fast,
Infra-Slow

With 97% of developers using AI coding assistants, software development has accelerated dramatically, but developers remain overwhelmed by infrastructure complexity with 76% reporting cognitive overload on architecture decisions.

Platform Engineering: Overwhelmed & Unscalable

Platform engineering teams can't simplify infrastructure processes fast enough to match accelerated development cycles, creating bottlenecks through manual deployment and security processes compounded by expertise shortages.

Infrastructure Bottleneck:
The Limiting Factor

Developer productivity gains from AI-assisted coding are erased by infrastructure deployment delays, where weeks-long deployment cycles and security reviews eliminate any time-to-market advantages that AI coding provides.

SOLUTION

Shift to Autonomy. From Weeks to Minutes.
Eliminating Infrastructure Bottleneck

Build & Deploy
Infrastructure

AI agents automatically generate infrastructure code from high-level business intent and deploy it through self-validating pipelines with intelligent rollback capabilities. This eliminates the need for manual template creation and expert-dependent IaC coding that traditionally creates deployment bottlenecks.

Before AI:

Manual template creation, expert-dependent IaC coding, human orchestration with limited rollback (24-64 hours / 3-8 business days)

After AI:

Intent-based AI generation plus fully automated, self-validating deployment (45 minutes / 0.12 business days)

Govern & Secure
Infrastructure

Continuous AI-driven policy enforcement proactively monitors and corrects security vulnerabilities, compliance violations, and configuration drift in real-time. This replaces reactive point-in-time security scans that slow releases and miss critical issues between reviews.

Before AI:

Point-in-time scanning, reactive security measures (4-8 hours per review / 0.5-1 business days)

After AI:

Continuous enforcement, proactive policy compliance (Continuous real-time / 0 business days)

Remediate Incidents & Drifts

Autonomous agents detect root causes and resolve infrastructure issues without human intervention, dramatically reducing mean time to resolution. Self-healing systems eliminate the need for manual troubleshooting and emergency response that traditionally requires expert knowledge and extended downtime.

Before AI:

Human troubleshooting, manual root cause analysis (2-4 hours MTTR / 0.25-0.5 business days)

After AI:

Autonomous issue resolution, self-healing systems (5-15 minutes MTTR / 0.01 business days)

Optimize Cost & Performance

Real-time AI optimization continuously adjusts infrastructure resources based on performance metrics and business priorities without scheduled maintenance windows. This replaces manual capacity planning and performance tuning that can't keep pace with dynamic application demands.

Before AI:

Scheduled adjustments, manual performance tuning (2-4 hours weekly / 0.25-0.5 business days per cycle)

After AI:

Real-time optimization aligned with business metrics (Continuous real-time / 0 business days)

More Resources

Documentation

GETTING STARTED

StackGen's Documentation

Blog Posts

FEATURED

Introducing StackGen's Autonomous Infrastructure Platform

Tools

OUR TOOLS

InfraComposer

Frequently
Asked Questions

What is autonomous infrastructure and how does it differ from traditional DevOps automation?

Autonomous infrastructure uses AI agents to completely manage your cloud infrastructure lifecycle without human intervention, from initial generation to ongoing optimization. Unlike traditional DevOps automation that requires manual scripting and human oversight, StackGen's autonomous platform self-provisions, self-governs, self-heals, and self-optimizes infrastructure based on business intent, eliminating the need for manual Terraform coding or infrastructure expertise.

How quickly can I deploy StackGen's autonomous infrastructure platform in my organization?

StackGen typically deploys in 4-6 weeks with an average 350% ROI demonstrated across enterprise customers. The platform integrates with existing cloud environments (AWS, Azure, GCP), authentication systems (SAML 2.0, OIDC, LDAP), and IaC frameworks (Terraform, OpenTofu, Helm) without requiring infrastructure rewrites, enabling rapid adoption through your existing DevOps workflows.

Is StackGen's AI-driven infrastructure platform secure and compliant for enterprise use?

Yes, StackGen is built with enterprise-first security principles including SOC 2 Type II certification, FedRAMP readiness, and HIPAA compliance support. The platform features embedded RBAC policies, data masking and redaction, audit trails, and continuous compliance monitoring for regulations like GDPR, SOC2, and FedRAMP, with real-time policy enforcement that prevents violations rather than detecting them after deployment.

What cloud platforms and DevOps tools does StackGen's autonomous infrastructure integrate with?

StackGen seamlessly integrates with major cloud platforms (AWS, Microsoft Azure, Google Cloud, Kubernetes), CI/CD pipelines, security tools, and collaboration platforms. The platform supports existing IaC frameworks like Terraform and OpenTofu, integrates with Backstage for developer self-service, and connects to monitoring, security, and compliance tools through its extensible API and webhook architecture.

How does StackGen reduce infrastructure management costs and improve developer productivity?

StackGen eliminates 95% of manual infrastructure work, reducing deployment time from weeks to minutes and incident response from hours to 5-15 minutes. The platform enables developers to ship applications without learning Terraform or cloud complexities, while platform teams reduce support tickets and can focus on strategic initiatives rather than repetitive infrastructure tasks, resulting in an average 350% ROI.

Can StackGen's autonomous infrastructure platform handle complex enterprise environments and multi-cloud deployments?

Absolutely. StackGen is designed for large enterprises and fast-scaling tech companies with complex, multi-cloud, and hybrid infrastructure environments. The platform handles cross-cloud resource translation, infrastructure regionalization, brownfield infrastructure control, and policy-compliant greenfield deployments while maintaining governance and compliance across all environments through its AI Control Plane and Knowledge Layer.

AI Agent Powered Workflows for Your Cloud Infrastructure

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Why Choose StackGen’s Autonomous Infrastructure Platform?