Inside the Hermeez Platform: Knowledge Graphs Meet Agentic AI
AI-powered infrastructure intelligence — connecting every resource, relationship, and risk in your cloud.
Hermeez is Nepheli's AI-powered infrastructure intelligence platform. It goes beyond traditional monitoring by mapping your entire cloud environment — every resource, permission, dependency, and configuration — into a living knowledge graph that updates in real time. With HashiCorp's 2025 research showing that only 8 percent of organizations are "highly mature" in cloud operations, and Flexera finding that 84 percent struggle to manage cloud spend, the need for a new approach to infrastructure understanding has never been clearer.
The knowledge graph market itself is surging — growing from $1.18 billion in 2024 to $1.50 billion in 2025, with projections to reach $6.93 billion by 2030 at a 36.6 percent CAGR. Hermeez applies this technology specifically to the infrastructure operations domain, where 40 percent of agentic AI projects fail due to inadequate data foundations. The knowledge graph provides that missing foundation.
Beyond dashboards and alerts
Unlike dashboards that show you metrics in isolation, Hermeez understands the relationships between your infrastructure components. It connects the dots between an overly permissive IAM role, the Lambda function it is attached to, the VPC endpoint that function calls, and the production database that endpoint connects to. Wiz demonstrated the power of this approach with their Security Graph, which filters tens of thousands of vulnerabilities down to tens of critical attack paths by understanding how misconfigurations chain together.
Traditional monitoring tells you that CPU is high. Hermeez tells you why CPU is high, which users are affected, what downstream services will be impacted, and what you should do about it. The difference is not just more information — it is the right information, in context, when you need it.
Six purpose-built AI agents
The platform deploys six specialized AI agents — Security, Compliance, Cost, Performance, Governance, and Platform Builder — each with deep domain expertise and full access to the knowledge graph. Gartner predicts that 40 percent of enterprise applications will feature task-specific AI agents by 2026, up from less than 5 percent in 2025, while IDC expects AI copilots to be embedded in nearly 80 percent of enterprise workplace applications by the same year. Hermeez's agents are purpose-built for infrastructure, not general-purpose assistants repurposed for cloud operations.
The Security Agent identifies attack paths and ranks them by blast radius. The Compliance Agent monitors posture across SOC 2, ISO 27001, PCI DSS, and HIPAA in real time — with automated compliance shown to reduce evidence collection time by up to 80 percent. The Cost Agent finds savings by understanding dependencies, not just utilization. The Performance Agent correlates degradation with recent infrastructure changes. The Governance Agent enforces standards. And the Platform Builder generates production-ready Terraform from natural language descriptions.
Ask your infrastructure anything
Hermeez supports natural language queries so you can ask your infrastructure anything in plain English. "Show me every path from the internet to a database containing PII." "What changed in the last 24 hours that could affect our SOC 2 compliance?" "Find all unused resources costing more than $100 per month." The answers arrive in seconds, not hours.
Every answer includes the full reasoning chain — which resources were examined, what relationships were traversed, and why the result matters. You can drill down into any finding, explore the graph visually, and take action directly from the query results.
Getting started in five minutes
Connecting your cloud accounts to Hermeez takes under five minutes. There is no agent to install, no complex configuration, and no data leaves your environment. The platform connects through read-only API credentials and begins building your knowledge graph immediately. Most teams see their first insights within 15 minutes of connecting.
Hermeez supports AWS, Azure, and GCP natively, with integrations for Kubernetes, Terraform, GitHub, GitLab, and major identity providers. Whether you run a single AWS account or a multi-cloud estate spanning hundreds of accounts, the platform scales to meet your environment. Try Hermeez today.