StackGen Autonomous Infrastructure Platform with AI Agents

StackGen Platform is an Intent to Infrastructure platform powered by intelligent AI agents that revolutionize how organizations manage their cloud infrastructure lifecycle. StackGen eliminates this productivity drain by transforming application intent into production ready, compliant infrastructure automatically.

Also comes with AIDEN (Agent Suite) for Complete Infrastructure Automation:

• Generates and provisions infrastructure from high level requirements
• Enforces security policies and compliance automatically with real time monitoring
• Automatically detects and fixes infrastructure issues before they impact production
• Identifies and corrects configuration drift with intelligent remediation

Architecture Overview

1. Intent Layer: StackGen takes in your goals, multiple intent modalities, and intent context and figures out how to build it.
   • Intent Sources: Natural language prompts, app code, infra discovery, architecture docs, diagrams, etc.
2. AI Layer: Intelligent agents handle the complete infrastructure management lifecycle.
   • Multi Agent Orchestration: AI agents handle provisioning, governance, healing, and optimization.
   • AI Control Plane: Deterministic governance control ensures AI never breaks your rules. Orchestrates all AI operations, policy enforcement, human oversight, and safety controls.
   • Continuous Learning: Pattern recognition & optimization, change management patterns, outcome analysis, policy patterns, and organizational memory.
3. Foundation Layer: The StackGen core capabilities that accomplish infrastructure lifecycle feats.
   • Tools: Infrastructure as code foundations, Terraform modules, state management, governance enforcement.
   • Knowledge Base: Centralized source of truth for the historical and incoming change context of your infrastructure management lifecycle.
4. Integration Layer: Integrates seamlessly with your existing DevOps tools and workflows, pulling related infrastructure context data into the Foundation Layer to be reused as part of the StackGen autonomous ecosystem.

Proven Enterprise Results:

• 95% automated infrastructure provisioning
• 90% reduction in manual platform work
• 35% fewer security incidents
• 30% fewer production incidents
• 350% average ROI for estimated 4-6 week infrastructure projects