AI & ML

Unlocking Unified Cloud Management with HCP Terraform and Infragraph

HCP Terraform powered by Infragraph enhances cloud infrastructure management with real-time insights and automated workflows, now in public preview.

May 04, 2026 3 min read
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Migrating to the cloud promised streamlined infrastructure management, yet many organizations face new complexities. As cloud environments expand, challenges around visibility and resource tracking multiply, leading to inefficiencies that can inflate costs and complicate security protocols.

The typical organizational scenario reveals data trapped in silos, making it difficult for platform teams to achieve a consistent overview of hybrid and multi-cloud infrastructures. This fragmentation often forces teams to stitch together disparate systems or acquire multiple specialized tools, worsening the situation rather than alleviating it. As a result, crucial areas like security updates and risk management become more difficult, driving increased operational costs.

Enter HCP Terraform powered by Infragraph, a solution designed to break down these barriers. This solution offers a centralized, event-driven knowledge graph that provides real-time visibility into the entire infrastructure landscape. By transitioning from static insights to dynamic updates, Infragraph enables organizations to secure and optimize their cloud environments effectively. Looking ahead, this groundwork is anticipated to support AI-driven automation of essential workflows.

The Need for Infrastructure Truth

The pursuit of accuracy in infrastructure management has long posed a challenge for platform teams. According to HashiCorp research, most companies rely on five or more different services to maintain their cloud ecosystems. The task of consolidating data across these varied environments often devolves into an arduous and error-prone manual process. By the time data is ready for analysis, it frequently represents yesterday's reality, stalling timely decision-making and leading to unanticipated costs.

As organizations contend with more frequent infrastructure changes and rapidly evolving cyber threats, the urgency for real-time data has never been greater. For instance, AI tools can empower hackers to exploit vulnerabilities at an alarming pace, necessitating immediate identification and remediation of security risks. Likewise, unexpected cost surges can derive from unnoticed usage spikes, prompting the need for timely alerts that legacy management tools struggle to provide. Many organizations are left managing "dirty data," which hampers overall efficiency.

Infragraph tackles these issues by ensuring that data shows the current state of assets through direct integration with various ecosystems, including AWS, Azure, and GCP. As resources evolve, updates flow into Infragraph without delay, delivering the clarity that platform teams need for effective infrastructure management.

Transitioning from Manual to Autonomous Management

For many firms, key processes like cloud patching, drift management, compliance checks, and reporting remain labor-intensive and cost-prohibitive. Instead of focusing on proactive measures, teams often find their resources spent navigating through data silos.

Even with advanced security features and data capabilities, companies that fail to address the root issue of data fragmentation will find themselves lagging in operational efficiency. Just as humans struggle to decipher scattered information, AI solutions also face hurdles when data is compartmentalized across environments.

With Infragraph, organizations gain a holistic view of resource distribution and ownership, allowing for improved financial management of their infrastructure. The solution enables CloudOps and security teams to access insights through natural language queries. As organizations increasingly consider AI adoption, Infragraph establishes itself as the foundational knowledge system that can support reliable, automated operations.

Getting Started with Public Preview

As unveiled at IBM Think, HCP Terraform customers can access the public preview of Terraform powered by Infragraph starting May 8.

To commence using Infragraph, log in to your HCP organization, then select the Infragraph tile to set up necessary connections, configure queries, and add users.

  1. Connect to AWS, HCP Terraform, and HCP Packer to view your cloud estate's integrations with infrastructure as code.

  2. Run queries on unmanaged and managed resources or review resources utilizing older Terraform versions.

For further details on setup, explore this guide.

To keep informed on Infragraph updates, sign up here.

Source: Tom O’Connell · www.hashicorp.com

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