AI Agents That Build and Manage Infrastructure at the Speed of AI-Driven Development
SAN FRANCISCO, July 29, 2025 /PRNewswire/ — StackGen, the pioneer in autonomous infrastructure technology, today announced the launch of its industry-first Autonomous Infrastructure Platform—an AI-powered platform featuring AI agents to build and manage cloud infrastructure with autonomous capabilities. As AI accelerates development velocity by 2-3x, traditional infrastructure management approaches create critical bottlenecks that cost enterprises over $20 billion annually industry-wide and $2.5M per 100 developers in lost productivity, as developers spend 23% of their time on infrastructure provisioning instead of building features. StackGen’s platform addresses this fundamental speed mismatch through AI agents that understand your specific infrastructure context and organizational standards, increasing velocity and reducing operational effort for developers and platform teams.
Industry analysts agree this shift toward AI-managed infrastructure is already underway. According to Gartner®, “By 2028, at least 15% of day-to-day IT infrastructure-related tasks will be executed semiautonomously by AI, up from zero percent in 2024″*.
“We’re pioneering a new category while the industry remains anchored to legacy infrastructure flows,” said Sachin Aggarwal, CEO of StackGen. “While AI transforms every aspect of business, infrastructure teams remain stuck with manual processes that can’t keep pace with AI-accelerated development. Our Autonomous Infrastructure Platform doesn’t just solve today’s problems—it defines what enterprise infrastructure should look like in an AI-first world.”
“StackGen is among the first infrastructure vendors to deliver the combination of deterministic guardrails and LLM-enabled productivity that enterprise engineering teams demand. Their Autonomous Infrastructure Platform illustrates the shift from infrastructure as a static pipeline to an autonomous system enabled by intelligent agents, at a time when 70% of IT leaders plan to adopt AI-driven capabilities within the next 12 months,” said Dan Twing, President and COO, EMA (Enterprise Management Associates).
Autonomous Infrastructure: Infrastructure That Operates Itself
StackGen’s vision is empowering a seamless, intelligent future where infrastructure operates itself—autonomous, resilient, and built for tomorrow. This vision is realized through four self-operating pillars delivered by specific AI agents that solve real enterprise infrastructure problems:
Self-Building Infrastructure automatically creates infrastructure from application intent through StackBuilder, which generates and launches compliant infrastructure from application intent with automated pipeline fixes. Building on StackGen’s existing deterministic platform foundation and recent innovation at PlatformCon with intent2infra—which generates infrastructure from images, voice, files, or text—StackBuild represents the evolution toward production-ready infrastructure generation with enterprise governance and proven automation workflows. The StackFinder agent will automatically discover and onboard existing infrastructure.
Self-Governing Infrastructure enforces policies instantly and consistently through StackGuard, which handles compliance and security posture management by scanning and detecting security and compliance policy violations and suggesting remediations across MARS-E, FedRAMP, and HIPAA requirements with continuous monitoring and automated remediation.
Self-Healing Infrastructure autonomously detects and remediates issues through StackHealer, which handles production incident remediation by automatically triaging and conducting production incident investigations while reducing mean time to resolution to under 5 minutes, and StackAnchor, which performs drift detection and remediation by scanning and preventing configuration drift as soon as it occurs.
Self-Optimizing Infrastructure continuously balances cost and performance through StackOptimizer, which provides cost and performance optimization by analyzing infrastructure performance and cost, suggesting optimal sizing, re-sizing, or re-architecting to improve latency and efficiency.
StackGen’s agents deliver specific benefits across infrastructure teams: Developers accelerate deployment with StackBuild’s automated infrastructure generation, eliminating the need to learn complex Infrastructure as Code languages. Platform Engineers reduce support overhead while ensuring compliance through StackGuard, with StackAnchor eliminating configuration drift to minimize reactive work. Site Reliability Engineers resolve incidents faster with StackHealer’s automated remediation and root cause analysis, freeing them to focus on reliability improvements rather than firefighting. CTOs and VPs of Engineering gain organizational velocity and reduced operational risk through coordinated autonomous infrastructure that scales engineering productivity while maintaining enterprise governance and compliance.
Unlike many startups taking a tech-first approach, StackGen was built from real enterprise pain points identified through partnerships with leading companies, with each agent designed to solve specific use cases that infrastructure teams face daily.
“The infrastructure bottleneck has become the primary constraint on software delivery velocity,” said Asif Awan, CPO of StackGen. “Our autonomous infrastructure platform doesn’t just automate existing processes—it fundamentally reimagines how infrastructure should work in an AI-first world, with specific agents solving the real problems our customers face every day.”
Multi-Agent Intelligence Architecture
StackGen’s technical architecture delivers autonomous infrastructure through three integrated layers where AI agents provide intelligence, ease of use, and time savings, while deterministic tools ensure reliability, proven results, and enterprise governance.
The AI Layer orchestrates intelligent infrastructure operations through three integrated components: AI Control Plane manages all AI agent coordination using advanced agent-to-agent communication, orchestrating complex infrastructure workflows from developer intent through deployment, monitoring, and remediation. When a developer submits application requirements, StackBuilder generates the infrastructure code, StackGuard validates security policies, and StackHealer sets up monitoring—all working together seamlessly. Continuous Learning captures deployment patterns and outcomes to continuously improve AI decision-making and policy optimization across the organization.
The Foundation Layer provides the deterministic backbone through two essential components: Tools deliver proven Infrastructure-as-Code capabilities, state management, policy enforcement, and deployment orchestration that ensure reliable and repeatable operations. Knowledge maintains comprehensive organizational infrastructure patterns, compliance requirements, best practices, and historical context, including updates from the StackScribe agent which ensures that all learned knowledge is validated and generalized before being integrated into the organizational knowledge base. Together, these components supply context, policies, and controls to all AI agents, ensuring coordinated and compliant autonomous operations.
The Integration Layer seamlessly connects with existing technology stacks across cloud platforms including AWS, Microsoft Azure, Google Cloud Platform, and Kubernetes (EKS, AKS, GKE), data platforms such as Snowflake and Databricks, popular DevOps tools like GitHub, GitLab, Bitbucket and CI/CD pipelines, IaC frameworks including Terraform, OpenTofu, and Helm Charts with full import/export capabilities, and enterprise security protocols such as SAML 2.0, OIDC, LDAP, Active Directory, and GitHub/GitLab OAuth.
Selectable Autonomy Levels: The platform’s configurable autonomy levels enable organizations to start with Copilot capabilities—where AI recommends actions and humans approve—and evolve toward Autopilot operations as their infrastructure maturity increases.
Target Results with Leading Enterprise Customers
The new agentic layer adds to StackGen’s existing platform which is built to deliver measurable results across production environments:
- 95% automated infrastructure provisioning, eliminating manual configuration bottlenecks
- 10x improvement in platform engineer productivity for infrastructure tasks as they reduce manual work, freeing them to focus on innovation
- 35% fewer security incidents through proactive governance and automated remediation
- 30% reduction in production incidents via intelligent self-healing capabilities
- Rapid time to value with initial deployment completed within 4-6 weeks
“At Prokopto, we’ve experienced firsthand how manual infrastructure management creates bottlenecks that slow innovation. Our partnership with StackGen is changing that—we’re seeing a clear shift to proactive, intelligent operations. StackGen’s AI agents understand context, learn from patterns, and make intelligent decisions across the infrastructure lifecycle. In our joint testing, features like drift detection and compliance automation have cut 60-70% of the repetitive workload typically handled by our SRE teams. This isn’t just about speeding up deployments—it’s about infrastructure automation that governs itself, heals itself, and continuously adapts.” — Pritpal Kandhari, Head of Delivery at Prokopto
Availability and Rollout Strategy
The StackGen Autonomous Infrastructure Platform builds on StackGen’s proven enterprise platform foundation, which is already serving leading companies including Autodesk, SAP NS2, NBA, Nielsen and InMobi with core infrastructure management capabilities.
Platform Foundation – Already Available: Enterprise customers are currently using StackGen’s infrastructure management platform, including policy enforcement, environment management, and proven automation workflows that serve as the foundation for autonomous operations.
AI Agent Rollout – Starting July 29th: StackGen launches coordinated AI agent capabilities beginning with StackBuilder early access today, building on StackHealer (already available via AWS Marketplace), with additional agents rolling out through Q3-Q4 2025, with autonomous capabilities across the full infrastructure lifecycle planned for 2026. Early access customers will work directly with StackGen’s product team through the company’s Design Partner Program.
“Our autonomous infrastructure platform builds on years of enterprise-proven infrastructure management capabilities,” said Asif Awan, CPO. “Customers are already seeing value from our platform foundation, and now we’re launching autonomous AI agents starting with StackBuild to begin the journey toward truly self-operating infrastructure.”
* Source: “Hype Cycle for Infrastructure Strategy, 2025”, 17 June 2025, By Alessandro Galimberti, Jason Donham, Hassan Ennaciri, Gartner Inc. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.
About StackGen
StackGen is the pioneer in autonomous infrastructure technology, guiding enterprises on their journey from manual infrastructure management to fully autonomous operations. Founded by infrastructure automation experts and headquartered in the San Francisco Bay Area, StackGen serves leading companies across technology, financial services, manufacturing, and entertainment industries. The company’s Autonomous Infrastructure Platform (AIP) combines AI-powered automation with enterprise-grade reliability to deliver self-building, self-governing, self-healing, and self-optimizing infrastructure capabilities.
For more information about StackGen’s Autonomous Infrastructure Platform, visit www.stackgen.com or contact hello@stackgen.com.
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