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AI agent orchestrationanalytics and IT operations

We build software that talks to people in their own language, reaches into company data and systems on its own, and sees the job through. Not another dashboard full of charts — a finished answer.

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Company data analysis

Example exchange: asked how sales went yesterday, the agent replies with a finished summary — revenue, margin, strongest and weakest category, and the reason behind the deviation.

Illustrative transcript. The questions and figures are examples — they are not any client's data.

Two areas

One technology, applied to the two things that cost any company the most time: getting at your own numbers, and keeping the hardware running.

Analytics agent — Klara

Sales analytics

An analytics agent is software that does an analyst's job: it understands a question asked in an ordinary sentence, fetches the data itself and tells you what follows from it. It does not pick from a list of canned reports — if the question is new, it assembles a new report from scratch.

  • It writes the queries against the data warehouse and company systems itself — no waiting on IT, no waiting on someone else's report.
  • It assembles the report itself: comparing periods, stores and categories, and pointing out what changed and why.
  • It answers within seconds, with a figure that reconciles to the last cent, and shows where it came from.

Operations agent — Reparo

IT operations

The same mechanism, given access to hardware instead of data. The agent diagnoses and resolves problems with computers — Windows, macOS and Linux — with the local network and with routers, before the ticket even reaches the queue.

  • It works out what the ticket is actually about and checks the state of the machine, the network and the router — whatever operating system it runs.
  • It runs the fix a person would have run anyway — step by step, until it works.
  • Whatever it cannot resolve, it hands on with a record of everything it already checked.

Contact

The best first step is a short conversation about where, in your company, getting an answer to a question about numbers currently takes too long. No pitch deck, no obligation — and if we conclude we are not the right people to help, we will say so straight away.

kontakt@labnot.com

We usually reply the same working day.