Unified Cloud Visibility: HCP Terraform with Infragraph Enters Public Preview

The Cloud Complexity Challenge

Cloud migration promised simpler infrastructure provisioning and management, but many enterprises face a more tangled reality. New difficulties have emerged that undermine the speed, security, and scalability of cloud systems. A typical scenario now involves infrastructure data scattered across isolated silos. Rarely does an organization have a complete, real-time view of what’s happening across hybrid and multicloud environments. Platform teams often patch together their own solutions—or purchase separate tools for each cloud provider—creating even more fragmentation. Tracking resource ownership and accountability becomes a guessing game, security patching grows more difficult, risk mitigation becomes reactive, and costs spiral upward. This is precisely where HCP Terraform powered by Infragraph comes into play.

Unified Cloud Visibility: HCP Terraform with Infragraph Enters Public Preview

Siloed Data and Its Consequences

According to HashiCorp research, most organizations rely on five or more distinct services to manage their cloud landscape. Trying to obtain an accurate snapshot requires weaving together data from diverse ecosystems, workflows, and applications—often through manual, time-consuming processes. By the time the compilation is complete, the information is already stale. This static view delays response times and leads to unexpected expenses. The problem is only intensifying as infrastructure changes happen more frequently, vulnerabilities are exploited faster, and cost overruns become more severe.

The Struggle for a Single Source of Truth

Platform teams have long sought a reliable source of truth. Consider the impact of AI-accelerated attacks: hackers can now pinpoint weaknesses with incredible speed and accuracy, demanding real-time discovery and patching of any security gap. Similarly, to keep budgets in check, teams must investigate unusual usage spikes before they inflate the bill. Yet legacy approaches to hybrid and multicloud management often deliver what’s called “dirty data”—outdated information from servers, virtual machines, and cloud systems that leaves organizations blind to current conditions.

Introducing Infragraph: A Centralized Knowledge Graph

Infragraph changes the game by providing a centralized, event-driven knowledge graph that grants the unified visibility platform teams need to secure and optimize infrastructure. Instead of static snapshots, Infragraph delivers dynamic updates powered by data sourced from the organization’s entire estate. This continuous stream of fresh information replaces outdated models, enabling proactive management. In the future, this foundation will support AI-driven automation of key workflows, helping teams respond faster and more intelligently.

From Static to Dynamic Infrastructure Insights

With Infragraph, assets are regularly updated through an event-driven architecture that captures changes as they happen. This eliminates the lag inherent in manual data consolidation. Security lapses can be identified and patched in near real-time, and unexpected cost spikes can be investigated before they escalate. The knowledge graph brings together data from all ecosystems, workflows, and applications, offering a single, trustworthy view of the entire infrastructure landscape. Teams can finally move from reactive firefighting to proactive governance.

Foundation for AI-Driven Automation

By establishing a clean, continuously updated data foundation, Infragraph sets the stage for leveraging artificial intelligence in infrastructure management. AI models require accurate, current information to make reliable decisions for tasks such as automated remediation, capacity planning, and compliance enforcement. Infragraph’s centralized graph provides exactly that—a rich, interconnected dataset that can fuel intelligent automation. This paves the way for platform teams to reduce manual toil and focus on higher-value initiatives.

Public Preview: What You Need to Know

At IBM Think, HashiCorp announced that HCP Terraform powered by Infragraph is now available in public preview for qualified US HCP Terraform customers. This marks a significant step toward delivering unified visibility at scale.

Availability and Eligibility

The public preview is open to select HCP Terraform customers in the United States. Eligible organizations can immediately begin using Infragraph’s knowledge graph capabilities within their existing HCP Terraform workflows. This early access allows teams to experience the benefits of dynamic infrastructure insights and provide feedback that will shape future development.

How to Get Started

Customers who qualify can enable the Infragraph integration through the HCP Terraform console. Detailed documentation and onboarding guides are available to help platform teams configure the knowledge graph, connect their cloud providers, and start receiving real-time updates. The process is designed to be seamless, building on the familiar Terraform workflow while adding unprecedented visibility.

The Path Forward for Platform Teams

Infragraph addresses a critical gap in modern infrastructure management. By replacing siloed, static data with a dynamic, event-driven knowledge graph, it empowers platform teams to secure, optimize, and scale their cloud environments more effectively. As the public preview expands and capabilities mature, Infragraph will become an essential component for any organization striving for true infrastructure clarity in the age of AI. To learn more or request access to the preview, visit the HCP Terraform documentation or contact your HashiCorp representative.

Tags: