Your Infrastructure, Unified: HCP Terraform with Infragraph Now in Public Preview

Managing cloud infrastructure across multiple environments has become a tangled web of siloed data, delayed insights, and escalating complexity. Platform teams often lack a single source of truth, forcing them to manually piece together information from disparate tools. The result: slower response times, security gaps, and unexpected costs. HCP Terraform powered by Infragraph changes the game. This event-driven knowledge graph provides a dynamic, centralized view of your entire infrastructure estate—bringing real-time visibility and paving the way for AI-driven automation. Below, we answer the most pressing questions about this transformative capability now entering public preview.

What exactly is HCP Terraform powered by Infragraph?

HCP Terraform powered by Infragraph is a new, integrated feature that combines the provisioning power of HashiCorp’s Terraform with a centralized knowledge graph called Infragraph. Infragraph acts as an event-driven data layer that continuously ingests and updates information from across your hybrid and multi-cloud environment—including servers, VMs, containers, and cloud services. Instead of relying on static, outdated snapshots, platform teams get a live, unified map of their infrastructure. This dynamic visibility helps resolve the common problem of “dirty data,” where static views quickly become obsolete. With Infragraph, assets are updated in real time as changes occur, enabling faster incident response, more accurate cost tracking, and a solid foundation for future AI-driven automation. In short, it transforms how organizations secure and optimize their infrastructure.

Your Infrastructure, Unified: HCP Terraform with Infragraph Now in Public Preview

Why do platform teams struggle with unified infrastructure visibility?

According to HashiCorp research, most enterprises use five or more different services to manage their cloud landscape. Each tool generates its own data, stored in isolated silos. To get a complete picture, platform teams must manually consolidate information from these ecosystems, workflows, and applications—a time‑consuming process that often yields outdated results. By the time the data is ready for analysis, it’s already stale. This static view slows down decision-making, delays security patching, and leads to unexpected cost overruns. The challenge is amplified as infrastructure changes happen more frequently, exploits materialize faster, and expenses spiral out of control. Legacy approaches simply cannot keep pace with the speed and scale of modern hybrid and multi‑cloud environments. That’s why a dynamic, event‑driven solution like Infragraph is essential.

How does Infragraph solve the “dirty data” problem?

Infragraph replaces static, periodic snapshots with a live, event‑driven knowledge graph. Every time infrastructure changes—whether a new VM spins up, a security patch is applied, or a cloud resource is decommissioned—the graph is updated in near‑real time. Data is sourced from the entire estate, including servers, cloud APIs, configuration management tools, and monitoring systems. This eliminates the need for manual data consolidation and ensures that platform teams always work with current, accurate information. For example, if a hacker exploits a vulnerability, the graph can instantly highlight all affected resources, enabling rapid remediation. Similarly, unexpected usage spikes can be traced back to the root cause before they inflate the bill. By providing a single source of truth that stays fresh, Infragraph empowers teams to be proactive rather than reactive.

What benefits does Infragraph offer for security and cost management?

In the era of AI, hackers can target vulnerabilities with remarkable speed and precision. Infragraph helps security teams respond in real time by continuously tracking asset ownership, configuration changes, and patch status. When a new exploit is discovered, the knowledge graph can immediately identify every instance of the vulnerable resource, triggering automated remediation workflows. On the cost side, cloud spending can quickly get out of control. Infragraph provides granular visibility into resource usage and ownership, letting platform teams pinpoint unexpected spikes before they impact the budget. The dynamic view also helps optimize resources by identifying idle or underutilized assets. Together, these capabilities reduce risk, contain costs, and free up teams to focus on innovation rather than firefighting. As AI capabilities mature, Infragraph will serve as the foundation for even more sophisticated automation.

How can I access HCP Terraform powered by Infragraph?

Announced at IBM Think, HCP Terraform powered by Infragraph is now available in public preview for qualified US customers of HCP Terraform. If you’re an existing HCP Terraform user and meet the eligibility criteria, you can enable the integration through the HCP Terraform console. The preview allows you to start exploring the unified visibility and dynamic updates right away. HashiCorp plans to expand availability to more regions and customer segments in the future. For detailed instructions on how to begin, please refer to the official documentation. This is a pivotal step toward bringing truth to infrastructure management, and we encourage platform teams to sign up for the preview and experience the difference firsthand.

What future innovations does Infragraph pave the way for?

Infragraph is designed as a foundational layer for AI‑driven automation. By providing a live, unified knowledge graph of your entire infrastructure, it enables machine learning models to analyze patterns, predict failures, and automatically optimize resources. For instance, future capabilities could include proactive security threat detection, automated cost optimization, and self‑healing infrastructure. Instead of reacting to incidents, teams will be able to pre‑empt them. The event‑driven nature of Infragraph ensures that AI models always have the most current data to work with, improving accuracy and reliability. While these advanced features are still in the roadmap, the public preview of HCP Terraform powered by Infragraph lays the groundwork. Organizations that adopt it now will be well‑positioned to leverage the next wave of intelligent infrastructure management.

Ready to see it in action? Learn how to join the public preview or dive deeper into the technology.

Tags: