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

  • illustration of a football stadium with helmet on the left and laptop with ed tech icons on the right

    The 2025 NFL Draft and Ed Tech Selection: A Strategic Parallel

    In the fast-evolving landscape of collegiate football, the NFL, and higher education, one might not immediately draw connections between the 2025 NFL Draft and the selection of proper educational technology for a college campus. However, upon closer examination, both processes share striking similarities: a rigorous assessment of needs, long-term strategic impact, talent or tool evaluation, financial considerations, and adaptability to a dynamic future.

  • illustration of a futuristic building labeled "AI & Innovation," featuring circuit board patterns and an AI brain motif, surrounded by geometric trees and a simplified sky

    Cal Poly Pomona Launches AI and Innovation Center

    In an effort to advance AI innovation, foster community engagement, and prepare students for careers in STEM fields and business, California State Polytechnic University, Pomona has teamed up with AI, cloud, and advisory services provider Avanade to launch a new Avanade AI & Innovation Center.

  • interconnected geometric shapes with digital lines, representing community colleges

    New Education Design Lab Initiative Convenes Five Community Colleges to Reimagine Their Future

    Education Design Lab, a nonprofit devoted to designing, prototyping, and testing education-to-workforce models, has announced the inaugural cohort of its Reimagining Community Colleges Design Challenge.

  • an online form with checkboxes, a shield icon for security, and a lock symbol for privacy, set against a clean, monochromatic background

    Educause HECVAT Vendor Assessment Tool Gets an Upgrade

    Educause has announced HECVAT 4, the latest update to its Higher Education Community Vendor Assessment Toolkit.