The Agentic Operations Buyer’s Guide

Building an agent takes an afternoon, but running a fleet takes a platform. Over the past year, most engineering organizations have written AI skills that triage alerts, search logs and draft post-mortems. Very few of those skills run on their own. They sit on a laptop, borrow a developer’s credentials and rely on a person to judge every answer.

Buyers face a crowded, noisy market. Closed AI SRE products promise value in minutes. Agent frameworks promise that you can build anything. Observability suites, cloud providers and open-source projects each offer their own take.

This guide gives a buying committee a shared vocabulary, a map of the approaches, and a concrete way to tell a good demo apart from a production-ready platform.

Five things every buying committee should know:

• The market split in two. Products are either packaged but closed, or open but empty. Most teams need both at once: value on day one and room to build.
• Governance and evals decide survival. They are the two most overlooked requirements, and the two that decide whether an agent stays in production.
• Few cover the whole job. Across 25 weighted capabilities, the next-closest approach to an agentic operations platform covers 44% of the total.
• Cost is two problems. Infrastructure spend the agents should cut, and agent spend nobody is watching.
• Where it runs is a gate. Regulated and air-gapped teams rule vendors out on deployment alone.

What This Guide Covers

How to evaluate platforms that build, run, govern and optimize AI agents in production, across SRE, cost optimization and software operations.

Inside this guide:

• The Agentic Operations Landscape: a map of the approaches buyers are comparing today.
• The competitive landscape: build vs. buy vs. build on, and where Komodor fits.
• Capabilities summary table: 25 weighted capabilities.
• Points to consider during evaluation: what good looks like, questions to ask, and red flags.
• Running the evaluation: a scorecard and the stakeholders to bring in.