Skip to main content
Admin42

Our Approach

Two kinds of AI, each brilliant at its own job.

There is a lot of excitement about AI right now, and for good reason. It helps to know that not all AI does the same thing. Two families have grown up alongside each other, and NELDA is built squarely on one of them, on purpose.

Generative AI

Outstanding at creating.

Generative AI is remarkable at producing language and content. It writes documents, drafts emails, summarizes long notes, brainstorms ideas, and tells a good story. When the goal is to create something to read, it is a genuinely powerful tool.

Agentic AI

Built to take action.

Agentic AI is built to get work done. It looks at a real environment, decides what to do, uses the right tools, and carries out the task step by step, with a person in control. When the goal is reliable automation, this is the tool for the job.

How they fit together

One is the engine. The other is the operator.

These two ideas are not rivals. They work together. Generative models are often the engine inside an agentic system, the part that understands a question and explains an answer in plain language.

NELDA uses generative models for exactly that, so it can talk with you clearly about your network. But NELDA is an agentic system, because its job is not to write about network administration. Its job is to help you do it.

Why we focus NELDA here

Network administration is work, not writing.

Keeping a network healthy means watching real equipment, spotting what matters, and making careful changes. That is acting in a live environment, which is exactly what agentic AI is made for. Focusing NELDA on that one job is what lets it be genuinely helpful.

  • It works in the real world

    Discovery, monitoring, security advisories, and configuration all happen on your actual network. NELDA perceives the environment and acts within it, rather than only describing it.

  • A focused tool is a dependable tool

    By aiming NELDA at the work of network administration, we keep it narrow by design and accurate where it counts, instead of spreading it thin across tasks better suited to other tools.

  • You stay in control

    Agentic does not mean unsupervised. NELDA recommends in plain language, you approve, and then it carries out the change. Nothing touches your environment without your go-ahead.

  • It runs where your network is

    NELDA works on your premises, close to the equipment it helps you manage. Your data stays on your network, and the help is always right there when you need it.

To put it simply

Same outage, two different jobs.

Ask a generative tool to write a memo about a network outage, and it will give you a clear, polished memo. That is a real and useful thing.

Ask NELDA about that same outage, and it will look at your actual network, find the likely cause, and propose the exact change to fix it, ready for your approval. That is the job we built NELDA to do.

See what NELDA does.

Curious how this works in practice? Take a look at what NELDA does on day one, or reach out and tell us about your network.