On-Premise LLM Deployment in Stockholm
The best On-Premise LLM Deployment in Stockholm, at the best available price.
You have the GPU and you have the model. What is missing is the leg in between: the model exposed as a reliable private API, reached securely from your application, returning data you can trust. That is the whole engagement.
Stockholm has produced a run of global consumer, gaming and fintech companies, and its startup scene sits beside large telecom and industrial groups and a public sector that digitised early. Buyers tend to be engineering-led and consensus-driven: the team is involved in the decision, documentation in English is expected, and public bodies and their suppliers review Swedish secrecy rules carefully before data goes into a US-owned cloud.
Suppliers to Swedish agencies, regions and municipalities are often asked whether a US provider could be compelled to hand over data. A model served from your own account in a Swedish or EU region, with no outbound calls, lets that question be answered plainly for the client's lawyers.
What you get
- vLLM serving tuned to your GPU: quantisation on the native kernel path, KV cache sizing, continuous batching, prefix caching
- A private network path with no public exposure, verified as a direct peer connection rather than a relay
- Schema-constrained responses plus a deterministic QA gate, so a wrong answer is rejected rather than rendered
- Documented baseline: tokens per second, time to first token, real concurrent capacity
- Infrastructure as code in your repository, a runbook, and every credential held by you
No upfront payment and no escrow required. You hold every dollar until a checkpoint is delivered and accepted, and thirty days of defect correction is included. Scope and price are set on a call.
Invoiced in USD or EUR, payable by Wise or bank transfer.
Request a callback
You speak to the engineer who does the work. No sales rep, no deck.
Who builds here
AI Development Company
Stockholm companies usually have capable engineering teams already. What they tend to lack is someone who has shipped retrieval, agents and evaluation in production, which is a specialist layer one senior engineer can add without disturbing the team.
What Stockholm companies build with us
Get it built at $0.
That is not a discount. It is when you pay. The work is split into checkpoints with acceptance criteria written down before anything starts, and each checkpoint is invoiced only after you have seen it and accepted it. No deposit.
- $0 to start
- You hold every dollar until a checkpoint is delivered and you accept it. No approval, no invoice.
- Fixed cost, unlimited features
- Or hire the team outright: one fixed monthly cost, unlimited feature development, any stack.
- The engineer takes your call
- The person on your first call is the one who architects and writes it. No account managers, no bench time.
A US agency quotes $50,000 to $150,000 for the same build and asks for 40 to 50% of it before a line is written. Account managers, project managers, sales commission and bench time. None of it appears in your product.
Three stages, nothing hidden.
Fixed-fee assessment
Five business days from the day access is in place. Your stack examined end to end, existing work classified as preserved or replaced with reasons, the connection design, and acceptance criteria written as testable statements.
Implementation in checkpoints
Around three weeks. Each checkpoint has written acceptance criteria agreed before work starts, and is invoiced only after you accept it. Appoint an independent technical reviewer if you want one.
Handover and closeout
One real request through your real application, on synthetic data, passing every QA rule. Runbook, recorded handoff, and all our access removed with written confirmation.
What actually applies here.
Regulation and data
GDPR is enforced in Sweden by IMY (Integritetsskyddsmyndigheten), and financial firms answer to Finansinspektionen, with DORA applying to them since January 2025. NIS2 is transposed through the Cybersecurity Act (cybersäkerhetslagen), in force since 15 January 2026, with entities registering through the Swedish Civil Defence Agency. Public bodies also work under the Public Access to Information and Secrecy Act, which is why cloud and AI outsourcing in the Swedish public sector gets close legal review. The EU AI Act has applied in stages since August 2024; transparency duties apply from August 2026, and the 2026 digital omnibus moved most high-risk obligations to December 2027. Sweden's supplementary AI law, with PTS proposed as the coordinating authority, is worth checking for its current status before you rely on it.
Contracting and payment
You contract with an individual consultant based in India. Invoices in EUR or USD, paid by Wise or bank transfer. Your accountant handles an overseas supplier in the usual way, and any documentation they need is provided before access is granted.
Working hours
Four or more hours of daily overlap across your morning, Central European time, with same-day replies on working days.
Can the AI run in Sweden?
Yes. We deploy into a Swedish or other EU region of your own cloud account, or onto servers you control, and the model, the serving layer and the logs stay there. For public sector work we document the setup so your legal team can assess it against the Secrecy Act.
How do the working hours fit a Stockholm team?
Four or more hours of daily overlap across your morning, Central European time, which covers stand-ups, reviews and planning calls. Replies come the same working day, and the rest of the work is written up so your team can pick it up in the afternoon.
We already have hardware and a model running. Is that a problem?
It is the ideal starting point. Existing work is classified during the assessment as preserved unchanged, preserved with changes, or replaced, with reasons, and nothing is replaced without your written agreement.
Can it be fully air gapped?
Yes, including model and dependency mirroring, offline updates and local evaluation, with no outbound network access at all.
Who holds the accounts?
You do, throughout. Cloud accounts are created and held by you, our access is named and limited-privilege, and it is removed at handover with written confirmation.
Private LLM Infrastructure
Self-hosted LLM deployment on hardware you own. vLLM serving, private networking, validated output.