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Built by us, running every day

Agents and connectors we built and run every day, with what they produce and where a person stays in control. Below them, the agents we build the same way for your team.

Running now

  • Finance connector (MCP)

    A walkthrough with sound. It's a reconstruction with invented figures, because these are real books. The steps and the headline numbers are real.

    Finance · MCP connector
    Running nowUnder NDA

    Six years of books, moved in four days

    Finance connector (MCP)

    3critical defects found in the finance system itself

    An MCP connector over an in-house finance system. Six years of books moved with a dry run, a journal and an undo, and the bulk rows never reached the model.

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  • Cost control agent

    A walkthrough with sound. It's a reconstruction with invented figures, because these are real payments. The agent ran every Monday from August to October 2026 and now runs on request. The checks are the real ones.

    Finance · project costs
    Running nowUnder NDA

    Finds the old amount that quietly changed

    Cost control agent

    1,700+payment rows matched to the cent in every run

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  • Marketing agent

    90 seconds, with sound. The publishing part replays our own post of 29 October 2026 from the agent's records; the other scenes are reconstructions with figures hidden.

    Marketing
    Running nowUnder NDA

    Publishes only what a person approved

    Marketing agent

    8 minmedian from draft to live post, last 30 days

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  • HR requests agent

    90 seconds, with sound. A reconstruction: the people, messages and figures are invented, because this agent works with real employees' data. The steps, the checks and the 09:27 morning run are real.

    HR
    Running nowUnder NDA

    Answers everyone. Decides nothing.

    HR requests agent

    43absence requests in October. The agent decided none.

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Agents we build the same way

Same approval levels, same action log, in your own systems.

  • We can buildDocuments and money

    Document reader

    Reads invoices, contracts, statements and forms, and pulls out each figure with a link to the page it came from.

    What it does
  • We can buildCustomers

    Complaints handling

    Sorts incoming complaints, gathers the order history and drafts a reply in your tone of voice, within your deadlines.

    What it does
  • We can buildCustomers

    Customer service agent

    Answers questions about orders, deliveries and returns on your website or in chat, and opens requests in your systems.

    What it does
  • We can buildYour team

    Internal knowledge agent

    Answers staff questions from approved policies, procedures and product documents. Every answer shows its source.

    What it does
  • We can buildYour team

    Weekly report and alerts

    Pulls ads, website, shop and email figures into one view and writes a short weekly report in plain words.

    What it does

Want an agent like this?

We start with one task. You see the agent work on your own past data before anyone relies on it.

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