Cloud Management Startup Launches Infrastructure Intelligence Tool

A new AI-powered infrastructure intelligence tool from cloud management startup env0 aims to turn the fog of sprawling, enterprise-scale deployments into crisp, queryable insight, minus the spreadsheets, scripts, and late-night Slack threads.

Launching in Q2 2025, Cloud Analyst acts like a ChatGPT for your infrastructure, only it knows the difference between IaC drift and a Terraform misfire. Embedded directly into the env0 platform, the agent lets DevOps and platform teams ask questions in natural language — How many failed deployments last month? Where are we leaking compute? — and get instant answers drawn from across thousands of resources, environments, and logs.

"As cloud environments scale to thousands of deployments a day, most teams are flying blind," said env0 CTO Omry Hay, in a statement. "Cloud Analyst brings that visibility back. It gives you the map, not just the compass."

And it's not just answering questions. The tool can chart infrastructure drift over time, flag performance regressions, and surface rogue patterns in multi-cloud setups. It even builds dynamic dashboards for different teams, customized around KPIs or project tags. The result: fewer war rooms, more signal.

Under the hood, Cloud Analyst synthesizes data from both infrastructure-as-code (like Terraform and Pulumi) and non-IaC deployments, letting platform engineering teams get a unified view without duct-taping together six different monitoring tools.

If you've been burned by half-baked AI copilots before, env0's track record may inspire confidence. Its platform already helps enterprises like Broadcom, PayPal, and Paramount manage infrastructure at scale with policy controls, guardrails, and governance features baked in.

With Cloud Analyst, the company wants to take that one step further: from automation to autonomy.

The product is expected to be generally available later this spring. For more information, visit env0.com.

About the Author

John K. Waters is the editor in chief of a number of Converge360.com sites, with a focus on high-end development, AI and future tech. He's been writing about cutting-edge technologies and culture of Silicon Valley for more than two decades, and he's written more than a dozen books. He also co-scripted the documentary film Silicon Valley: A 100 Year Renaissance, which aired on PBS.  He can be reached at [email protected].

Featured

  • hand touching glowing connected dots

    Registration Now Open for Tech Tactics in Education: Thriving in the Age of AI

    Tech Tactics in Education has officially opened registration for its May 7 virtual conference on "Thriving in the Age of AI." The annual event, brought to you by the producers of Campus Technology and THE Journal, offers hands-on learning and interactive discussions on the most critical technology issues and practices across K–12 and higher education.

  • Two figures, one male and one female, stand beside a transparent digital interface displaying AI symbols like neural networks, code, and a shield, against a clean blue gradient background.

    Report Makes Business Case for Responsible AI

    A new report commissioned by Microsoft and published last month by research firm IDC notes that 91% of organizations use AI tech and expect more than a 24% improvement in customer experience, business resilience, sustainability, and operational efficiency due to AI in 2024.

  • futuristic AI interface with glowing data streams and abstract neural network patterns

    OpenAI Launches Its Largest AI Model Yet in Research Preview

    OpenAI has announced the launch of GPT-4.5, its largest AI model to date, code-named Orion. The model, trained with more computing power and data than any previous OpenAI release, is available as a research preview to select users.

  •  floating digital interface with glowing icons, surrounded by faint geometric shapes

    Digital Education Council Defines 5 Dimensions of AI Literacy

    A recent report from the Digital Education Council, a global community devoted to "revolutionizing the world of education and work through technology and collaboration," provides an AI literacy framework to help higher education institutions equip their constituents with foundational AI competencies.