IBM HashiCorp Previews Project Infragraph: A Knowledge Graph for Autonomous Infrastructure
HashiCorp, now part of IBM, has previewed Project Infragraph — a real-time infrastructure knowledge graph that connects Terraform state, Kubernetes clusters, and cloud APIs to enable AI-driven autonomous infrastructure management.
HashiCorp, an IBM company since the acquisition completed in 2024, previewed Project Infragraph at HashiConf 2025 — a strategic investment for the HashiCorp Cloud Platform (HCP) that lays the groundwork for what the company calls agentic infrastructure automation. The project is now accepting applications for a private beta program.
What Infragraph Is
At its core, Project Infragraph is a unified infrastructure knowledge graph. It ingests real-time metadata from multiple infrastructure sources and builds a continuously updated relational model of an organization's entire infrastructure estate. Sources integrated into the graph include:
- Terraform state files — capturing declared resource configurations
- Cloud provider APIs — reflecting actual live resource state
- Kubernetes clusters — workload and dependency relationships
- Configuration management systems
Each node in the graph represents a discrete infrastructure element — a compute instance, network component, or policy object — while edges define dependencies and relationships between them. The result is a live map of what exists, what it depends on, and who owns it.
The Agentic Infrastructure Vision
The longer-term goal extends beyond visibility. HashiCorp's roadmap pairs Infragraph with agentic orchestration, where AI-driven policies can reason about infrastructure state, propose runbooks and configuration changes, and trigger corrective or optimization actions directly through Terraform Cloud, Vault, or Consul — without requiring manual intervention for routine operations.
IBM Integration Plans
HashiCorp plans to extend HCP connectivity into IBM's broader software portfolio, including integrations with Red Hat Ansible, OpenShift, IBM watsonx Orchestrate, Concert, Turbonomic, and Cloudability. This positions Infragraph as a potential connective tissue across IBM's hybrid cloud and AI operations stack.
The private beta for Project Infragraph opened in December 2025. Organizations interested in early access can apply through the HashiCorp Cloud Platform portal.
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