Skip to main content

Custom AI agents

An agent that knows your data and operates your tools

We analyze your processes and your data, agree the success metric, and build an agent integrated with your tools. It starts with a scoped pilot to validate how it works.

  • Metric agreed before we write code
  • Pilot with fixed scope and budget
  • The code is yours
AI doesn't know your systems. Your data lives in multiple places.

In day-to-day SME work, things get complicated when you have to cross several tools, apply judgment, and leave a record. That's where a custom agent helps; generic AI doesn't.

  • Scattered knowledge

    Your team wastes time searching wikis, Drive, tickets, and «someone's spreadsheet».

  • Swivel-chair work across tools

    Copying, pasting, and updating the CRM/ERP by hand on every issue or invoice.

  • Exceptions that break rigid automation

    Fixed rules fail when the case isn't standard; someone still has to step in.

An agent can take on these problems autonomously.

Two ways to put AI agents to work in your business

We build custom agents that understand your business: some answer using your internal knowledge, others run your repetitive tasks from start to finish.

  • Your team stops digging through a dozen places

    We connect your documentation, wikis, tickets, and databases into an internal assistant that searches your documents first before answering and cites the source of every answer.

    • Answers grounded in your own documents and data
    • Connects to wikis, Drive, Notion, tickets, and databases
    • Source citations so you can verify every answer
    • Access control and permissions per team
  • Delegate the work that repeats every day

    We design custom automation agents that execute repetitive, multi-step tasks integrated with your tools, with human oversight where the impact demands it.

    • Repetitive multi-step tasks executed autonomously
    • Integration with your tools, CRM, ERP, and APIs
    • Judgment for exceptions, within defined limits
    • Human oversight on the critical steps
One process, one metric, one pilot

We start with one concrete process in your company. We define what success means before building, integrate the agent with your tools, and test it on real cases. If the metric doesn't move, you'll see it before scaling.

  1. 01

    Process and owner

    We pick a process with enough volume and a clear owner.

  2. 02

    Success metric

    We agree the success metric before writing any code.

  3. 03

    Connected agent

    We build the agent connected to your systems.

  4. 04

    Real validation

    We validate it with your team's day-to-day work.

  5. 05

    Next step

    We review the result together and decide what comes next.

A scoped pilot usually takes 4 to 12 weeks, depending on scope and available data. Fixed scope and budget per milestone.

What can your team delegate today?

Processes with variable information, multiple systems, and repetitive steps. Here are some examples.

  • Finance

    Close the month without chasing invoices

    An agent reviews invoices, matches them against purchase orders, and escalates discrepancies to the right person.

    Example tools

    • Holded · ERP
    • Stripe
    • Gmail
    • Outlook
    • Google Sheets
  • Operations

    Order issues without bottlenecks

    It spots the issue, checks the real order status, and coordinates the next step with logistics or the customer.

    Example tools

    • Shopify
    • WhatsApp
    • Google Sheets
    • Zendesk · tickets
  • Internal support

    The right answer the first time, with its source

    Your team asks in plain language and gets answers based on your own procedures, with the source cited.

    Example tools

    • Notion
    • Google Drive
    • Google Docs
    • SharePoint
    • Slack
  • Sales

    Walk into every meeting with context ready

    The agent researches the account, summarizes what matters, and keeps your CRM up to date after every interaction.

    Example tools

    • HubSpot
    • Google Calendar
    • Gmail

Every process is different. In the initial consultation we assess yours and honestly tell you whether an agent is the best option.

Agents with projected return, control, and no lock-in

An agent touches your company's data and systems. These are the rules we work by.

Projected return before you start

Fixed budgets per milestone with defined scope. We calculate the expected impact so you know what return to pursue from the first pilot on.

No lock-in

The project is yours: we deliver the agent's source code and use standard technologies. You can switch providers whenever you want.

Privacy and GDPR compliance

Your data never trains public models. We sign NDAs and enforce per-team permissions with minimum-privilege access.

Oversight where it matters

We define together what the agent does on its own and what goes through human validation. Every relevant action leaves an auditable trail.

Questions that come up before you start

Everything to clarify before commissioning an agent pilot.

Start with one process

In the consultation we review one concrete process, agree the metric, and tell you honestly whether an agent pilot makes sense.

Calculate your return on investment
Step 1 of 2

Book your free consultation

Leave your details and we'll call you within 24 hours, no obligation.

What is your goal?