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AI in production on your data

Two weeks to test it. Then a system you own.

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An honest answer on whether AI fits: even no.

How an AI trial sprint works

Some of our customers

  • Volvo Group Connected Solutions
  • Polestar
  • Porsche
  • SKF
  • Coop

The offers

How the work goes

Two weeks of proof. Four to six weeks in production. Measured every month, and each round feeds the next.

  1. Analyse

    Look at the process

    Start here

    Book a call

  2. Decide

    Test on your data

  3. Build

    One system in production

  4. Run

    Keep it running

  5. Evaluate

    Measure, then do better

In practice

From inbox to booking. From photo to claim.

Client work and our own, one process at a time, with AI from the first line of code.

01 / 05

New freight booking where AI reads client emails and drafts the replies

Before
Client requests arrive by email and are handled across some eight systems, with no IT department.
With AI
AI reads each email, turns it into a freight request, suggests a carrier and drafts the reply. A person approves every message.

Read the case

02 / 05

Mobile glass-damage claims, tested for a new market

Before
A Nordic insurer wanted a faster way to reach a new market.
With AI
Policyholders report glass damage on their phone and photograph it in an iOS and Android app, built with AI tools end to end.

Read the case

03 / 05

AI measures data points and raises alarms

Before
A manufacturing company collects data points from its equipment and needs alarms from those readings.
With AI
AI measures the data points and raises alarms from those measurements.

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04 / 05

A small fine-tuned model against a large general-purpose model

Before
Can a small model, fine-tuned on one task, beat a large general-purpose model that only gets instructions?
With AI
The small model is fine-tuned on support tickets and scored against the large model on the same test set.

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05 / 05

A software factory for autonomous workflows

Before
The work of building software should run as autonomous workflows.
With AI
A software factory builds, tests, reviews, deploys and verifies. A person only guides the product.

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Sound familiar?

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Your data stays in your environment

Your environment, your code, your data.

  • Your environment

  • No training on your data

  • You own it

  • Measured from the start

  • The EU AI Act

  • Written scope

How it works

Senior team in Gothenburg and Malmö

Telchyn is built by an engineering team in Gothenburg and Malmö.

The founders still work on client projects themselves.

We also run platform operations and support for a client on a recurring basis.

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The market

Half of mid-sized Swedish firms did not use AI in 2025

One figure from Statistics Sweden. The rest, with sources, is on How it works.

Next step

Bring one process.

30 minutes. An honest answer on whether AI fits.

Book a call

hello@telchyn.se