Nirmata, the creator of Kyverno and a frontrunner in policy-as-code innovation, has officially launched its AI Platform Engineering Assistant a powerful AI-driven solution designed to automate Kubernetes security, compliance, and workflow management across Kubernetes, Infrastructure as Code (IaC), and hybrid-cloud environments.
As enterprises accelerate their adoption of AI-assisted software development, platform teams are under growing pressure to manage increasingly complex infrastructure. Recent industry reports reveal a 30-fold increase in software creation and over $350 billion in AI infrastructure investments. However, nearly half of all enterprises continue to face critical platform engineering skill shortages. To address this, Nirmata’s AI assistant automates the most time-consuming aspects of Kubernetes policy management and infrastructure security, empowering platform teams to scale efficiently and maintain governance without compromising speed.
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“Platform engineering has become both the bottleneck and the enabler of the AI future,” said Ritesh Patel, Vice President of Product at Nirmata. “Without scalable governance, innovation stalls under complexity and risk. With AI-powered governance, Nirmata transforms policy-as-code into a continuous, intelligent system that enforces compliance without slowing teams down.”
Built on the Kyverno policy-as-code engine, which is a CNCF-incubating project for Kubernetes, IaC, and cloud, the AI assistant leverages a multi-agent architecture to automate policy authoring, detection, and remediation. This creates a continuous system for Kubernetes governance and compliance, keeping humans involved while delegating repetitive and time-intensive tasks to AI.
The AI Platform Engineering Assistant offers three key capabilities that revolutionize cloud governance:
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- Copilot Interface: A conversational AI tool that reduces investigation cycles from hours to minutes. Engineers can use natural language to access infrastructure insights, generate reports, and take enforcement actions instantly.
- Policy-as-Code Agent: This feature converts natural language rules into validated Kyverno policy-as-code for Kubernetes and IaC. It ensures every rule aligns with security and compliance standards, streamlining policy creation, removing syntax errors, and standardizing governance across clusters and pipelines.
- Remediation Agent: It identifies misconfigurations and policy violations, then automatically suggests and validates secure fixes with human verification. This capability drastically cuts down the time engineers spend troubleshooting while ensuring all changes remain compliant and secure.
Together, these agents create a collaborative AI system that continuously enhances security, compliance, and operational trust. By integrating seamlessly with all major Kubernetes, Infrastructure-as-Code, and CI/CD systems, and supporting multi-cluster management, the Nirmata AI Assistant enables platform teams to focus on innovation while AI manages the complexity of security and governance.
The AI Platform Engineering Assistant is now generally available, marking a significant step forward in the evolution of AI-powered DevOps and cloud security automation.
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