Applied AI and automation

AI is useful when it has a precise task and knows when to stop.

We choose a concrete process, the sources it may use and the moments when it asks for human approval. We measure time saved and the cost of each run.

Let us talk about the project See the modules

What we do in practice

We start with the problem, not a list of technologies.

We look at what exists, who uses the product and where time or information is lost. That conversation leads to a focused intervention, a module, a new project or a staged plan.

RAG assistants connected to documentation, catalogs or knowledge bases

Extraction, classification and summarization for documents and requests

Agents connected to CRM, ERP, email, support or product administration

Evaluations, guardrails, human approval, auditability and cost control

First step

Let us see what you have now and where you want to go.

Send us the context, the problem and the important deadline. We will reply with the right questions and next step.

contact@zumzeria.ro You speak directly with someone who understands the technical side as well.

AI is useful when it has a precise task and knows when to stop.

We start with the problem, not a list of technologies.

Services that naturally fit alongside this one.

Let us see what you have now and where you want to go.