A Unified View of Hybrid Cloud: HCP Terraform with Infragraph Now in Public Preview

The Cloud Complexity Challenge

The promise of cloud migration was simplicity: infrastructure that could be provisioned and managed with ease. For many enterprises, the reality has been far more tangled. New pain points have surfaced that threaten the speed, security, and scalability that the cloud was supposed to deliver. A typical organization now finds its infrastructure data scattered across silos—making a unified picture of hybrid and multi-cloud environments a rare luxury. Platform teams often have to stitch together a view manually or invest in yet another tool, which only adds to the sprawl. The result? Difficulty tracking resource ownership, slower security patching, escalating risk, and ballooning costs. This is the landscape that HCP Terraform powered by Infragraph aims to transform.

A Unified View of Hybrid Cloud: HCP Terraform with Infragraph Now in Public Preview

How Infragraph Brings Clarity

At its core, Infragraph is a centralized, event-driven knowledge graph that captures the complete state of an organization's infrastructure. Instead of relying on static snapshots, it provides dynamic updates sourced from every corner of the hybrid and multi-cloud estate. This continuous flow of fresh data replaces the old pattern of collecting stale information from diverse ecosystems, workflows, and applications. Platform teams can finally see what is happening across their entire landscape in near real-time, empowering them to act quickly and decisively.

An Event-Driven Knowledge Graph

The term "knowledge graph" might sound abstract, but in practice it means that every asset—server, VM, cloud resource, and their relationships—is represented and updated automatically as changes occur. According to HashiCorp research, companies use an average of five or more services to manage their cloud footprint. This fragmentation leads to dirty data: outdated records that force teams to manually reconcile information, often discovering too late that a snapshot has already gone stale. Infragraph eliminates that latency by reacting to infrastructure events in real time, ensuring the data available for analysis is the single source of truth.

Real-World Impact: Security and Cost Optimization

When AI helps hackers find vulnerabilities at machine speed, any delay in detection can be catastrophic. Platform teams need to know about security lapses instantly and patch them before they are exploited. Similarly, unexpected cost spikes from misconfigured resources must be identified and addressed before they inflate the monthly bill. Traditional approaches often fail because the underlying data is already outdated by the time it is analyzed. With Infragraph, the dynamic view ensures that security teams receive proactive alerts and that cost anomalies are caught early, dramatically improving response times and reducing unnecessary spending.

Public Preview: What It Means for HCP Terraform Users

At IBM Think, we announced that HCP Terraform powered by Infragraph is now available in public preview for qualified US HCP Terraform customers. This means early adopters can immediately start benefiting from unified visibility without waiting for general availability. The preview allows platform teams to test the knowledge graph in their own environments, validating how it simplifies resource management, enhances security posture, and controls costs. For organizations already using HCP Terraform, the integration is seamless—Infragraph simply becomes the intelligent layer that enriches their existing workflows.

The Future of Infrastructure Automation with AI

Looking ahead, Infragraph is designed to serve as the foundation for AI-driven automation. As companies increasingly adopt artificial intelligence to automate key workflows, having a constantly updated, accurate view of the entire infrastructure estate becomes essential. The knowledge graph provides the structured data that AI models need to make intelligent decisions—whether that means automatically scaling resources, remediating configuration drift, or predicting cost trends. In this way, HCP Terraform powered by Infragraph is not just a solution for today's complexity but a stepping stone toward tomorrow's autonomous operations.

Getting Started

Qualified US customers can begin using HCP Terraform with Infragraph immediately through the public preview. The setup process is straightforward: after enabling the feature in the HCP Terraform console, the knowledge graph starts ingesting data from your connected infrastructure. Teams can then explore the unified view, run queries, and set up alerts. For those who want to see it in action, our earlier examples show how it uncovers hidden dependencies and speeds up incident response. We invite you to join the preview and experience the clarity that an event-driven knowledge graph brings to hybrid cloud management.

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