Trustworthy AI

You may have been told to do something with AI, with no clear view of where it is safe. In regulated work, an answer is only worth having if you can check it against the text it rests on.

MetLex, a search service over EU and Swedish financial regulation, grew out of how Mettle works with AI. Run as a service, its texts stay current and keep growing without Mettle needing access to the systems of those who use it.

Mettle uses AI to search regulation, draft and analyse large records. Mettle checks every result and records where each statement came from. If your organisation keeps AI away from its material, Mettle works without it.

Mettle starts with one real workflow, where the AI has read-only access and a person checks every result.

Packages

A scope and a price agreed before each phase starts. Joakim leads every package in person.

AI at work

Delivery Typically 4 weeks

An AI mandate, and no clear view of where it is safe.

You get

One real workflow with AI, read-only access and a person checking every result
A library of AI instructions your team can reuse

Previously

Set up AI support with read-only access and a reusable library of AI instructions, with a person reviewing every result. A Swedish financial firm, 2026

Available advisorWhere Joakim has done it

Ask about this Read about the package

Where AI is safe

Advice Typically 2 weeks

AI is already in use, and nobody has checked it against your rules and your data.

You get

A written assessment: where AI helps, where it is a risk, and what to stop
A shortlist of first workflows, each with its risk and its cost

Previously

Set up AI support with read-only access and a reusable library of AI instructions, with a person reviewing every result. A Swedish financial firm, 2026

Available advisorWhere Joakim has done it

Ask about this Read about the package

Approach

See all

Looked up, not recalledAn answer on regulation should rest on the text, so the model reads the law first. In the MetLex test the model on its own wrote “policy” where DORA Article 11(6)(a) says “plans”; with MetLex it reads the passage before it answers.
Read-only access, a person checksAI gets read-only access to the material, and a person reviews every result. That is how Joakim set up AI support at a Swedish financial firm, with a reusable library of AI instructions and every source traceable.
The agent writes, Joakim reviewsIn 2026 Joakim modernised the TermoSense platform with an AI coding agent and reviewed what it wrote. It works from written runbooks, under an account with only the rights it needs, and every production deploy waits for a go-ahead.

Cases

See all

Own product (MetLex), 2026Answers from the law text, with the official linkAsked a regulatory question, an AI model answers from what it learned in training, and the paragraph or the wording can be off. With web search it gets there, but by reading far more.

36/36 right provision with MetLex. The AI on its own: 26/36.

Read the case TermoSense, 2026Service-desk tickets investigated by an AI agentSupport for TermoSense runs through a service desk on Jira Service Management. In 2026 Joakim was already building the platform with an AI coding agent, reviewing its work.Read the case

Papers and studies

The same question, three ways One AI model asked 39 regulatory questions, 36 of them with an answer in the law: from memory, with web search, and with MetLex. What each got right, and how long it took.Study · 8 October 2026
Answering from the text of the law Eight places where an answer from memory goes wrong on DORA, FFFS and GDPR, and the method that catches them.Being revised; ask for a copy
What AI-assisted compliance work costs What the cost of AI buys, and what stays with people.Being revised; ask for a copy

Courses

Verifiable AI answers for your team Getting AI answers that cite their source, checking them, and seeing what each one costs.Half a day
An AI coding agent, hands on Your team, in your own code: running the agent and reviewing what it writes.One day

Talks

AI that cites the law What changes when an AI answers from the text of the regulation.MetLex, 2026
Building with an AI coding agent What the agent writes, what a person must check, and where it goes wrong.TermoSense, 2026

Coaching

AI for leaders A leader who has to decide on AI and wants to think it through first.3 sessions

Get in touch

Two lines are enough. You will have an answer by email within two working days.

hello at mettle.se

About Name Email Organisation What is going on

We are a bank or another financial firm

Book a 45-minute call

What happens to what you send: privacy notice.