Embedded delivery
We join your engineering team and work in its repositories, tools and ceremonies. One named lead stays accountable.
- Starts with
- A named lead in your team
- Works in
- Your repos and rituals
- Typically
- 3 months to 2 years
A software and AI company in Malmö since 2019. Data scientists, engineers and architects who join your team or deliver the whole project.
Data scientists, ML engineers, software and cloud engineers, and architects, all in one company. We add people to your team where you need more hands, work inside it as one of your own, or take on the whole project with a team of ours, and we grow or shrink with the work.
Book a callWe build and run our own products on the same stack we use for client work, so we only recommend what we would put in production ourselves. Source, configuration and notes move to your team as we go, and when we leave, the keys stay with you.
How we workWe join your engineering team and work in its repositories, tools and ceremonies. One named lead stays accountable.
We find what is expensive to change in an ageing system and replace it in phases, while the rest keeps running.
A verdict on a software asset, written for the people paying for it. The judgement we would act on ourselves.
Platforms, interfaces and the software a model lives in, or a model wired into the systems you already run.
We get your AWS estate, policies and evidence ready for a SOC 2 audit, Type I and then Type II, and help you keep them ready. An independent auditor carries out the audit and issues the report.
Two are products we build and run ourselves. Two are AI systems we built for clients in regulated work.
Sound for focus and sleep. Every loop is written by our own music model.
Learn more about MurmurThe puzzles people pay for, free every morning. Written by our model.
Learn more about MorrowA first-pass auditor in the client’s cloud. 94 in 100 match the reviewer.
Learn more about Compliance SLMReturns only what a library of known controls holds, in any domain.
Learn more about Library-backed extractionMost client work is under NDA. Tell us the problem and we’ll show you what fits.
Send a short briefThree of these are listed on AWS Marketplace. The drawing is your AWS organisation as a cabinet: each tray is an account, and blue is what the service puts in place.
These are professional services listings, so there is no checkout price. You request the service, we agree scope on a call, and we issue a private offer for you to accept. Billing arrives through the cloud account you already have.
Cloud infrastructure and model usage are billed to you by your provider, separately from the service itself. We set up budgets and alerts so consumption is visible from the first day.
Landing Zone Foundation, Architect as a Service and Sovereign AI Perimeter are listed on AWS Marketplace as private offers. Migration and GenAI on Bedrock are delivered directly.
Our AWS Marketplace profileA three-week review and two years inside your team run the same way. Pick a way in and drag along the line to see what happens when.
A three-week review and two years inside your team run the same way. Pick a way in to see what happens when.
In all 8–14 weeks. 12 weeks shown.
The first version answers in staging, scored against the test set.
The work lands in small pieces you can see and use. When the evidence changes, so does the plan.
We pick the use case together and agree what a good answer looks like.
A test set of real questions from your team, to score every version against.
Access to your AWS account and data. The first prototype runs on your own documents.
The first version answers in staging, scored against the test set.
Connected to your systems, with guardrails on and the running cost measured.
Live for the first users, with a trace behind every answer.
Code, evaluations and runbooks handed to your team.
Hello from Malmö
Come with the work that feels heavy. We will make it light.