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Private LLM infrastructure

On-Premise LLM Deployment in Dublin

The best On-Premise LLM Deployment in Dublin, at the best available price.

$0 upfrontPay per accepted checkpointSenior engineer, no agency markup

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.

Dublin hosts the European headquarters of many of the largest US technology companies, alongside an international financial services centre for funds, insurance, payments and aircraft leasing. Ireland's own software scene builds largely for export. Buyers are English-speaking, used to working with US parent companies, and familiar with EU regulation because so much of it is supervised from Dublin.

Dublin funds, insurers and payment firms supervised by the Central Bank of Ireland have to justify every outsourced processor. A private model in an EU region of your own cloud account keeps AI inside providers you have already assessed and logs you hold.

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
Fixed-fee assessment, credited in full against the build.

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.

No spam and no sales team. You talk directly to Neeraj.

Dublin, Ireland

Who builds here

Silicon Docks and the EU headquarters of US tech firmsThe IFSC: funds, insurance, payments and aircraft leasingTrinity College Dublin and the ADAPT research centreEnterprise Ireland, IDA Ireland and the indigenous SaaS scene
Best fit in Dublin

AI Data Analyst

Dublin's international teams already run on well-kept data warehouses and English-language reporting, so a read-only analyst that answers questions with its SQL shown is quick to deploy and easy to review.

A single GPU server lit in a dark data-centre aisle, the hardware a self-hosted model runs on
Architecture diagram of a private LLM deployment inside your network: your application calls a backend gateway, which reaches a vLLM model server running an open-weights model on your GPU over a private encrypted network with no public endpoint. Every response passes a deterministic validation gate before it returns to the application. Secrets sit in a managed store, the model port is bound to a private interface, output is review-only, and third-party model APIs are not used.
The request never leaves your network, and nothing reaches your users without passing the validation gate.
How you pay

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.

How it works

Three stages, nothing hidden.

01

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.

02

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.

03

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.

Working in Dublin

What actually applies here.

Regulation and data

GDPR applies with Ireland's Data Protection Act 2018, and the Data Protection Commission is the lead supervisory authority for the many large tech companies whose EU headquarters are in Ireland. Financial firms are supervised by the Central Bank of Ireland, have applied DORA since January 2025, and follow its cross-industry guidance on outsourcing. Ireland's Regulation of Artificial Intelligence Act 2026, signed in July 2026, set up the AI Office of Ireland to coordinate a distributed model of AI Act supervision. Ireland's NIS2 legislation, the National Cyber Security Bill, had not yet been enacted at the time of writing. The EU AI Act has been in force since August 2024: general-purpose model rules applied from August 2025 and transparency duties from August 2026, while the 2026 Digital Omnibus moved the main high-risk obligations to December 2027 for stand-alone systems such as hiring or credit scoring, and August 2028 for AI built into regulated products.

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

Your whole morning overlaps with my afternoon, so calls fit before lunch and replies come the same day.

How do working hours line up with Dublin?

Your whole morning overlaps with my afternoon, so calls fit before lunch and replies come the same day. The work is remote from India, and reviews and demos are scheduled inside that shared window.

Can you work with Central Bank of Ireland outsourcing expectations?

Yes. That means providing what your outsourcing and DORA registers need, working in accounts you own with named, limited access, and keeping documentation that makes exit straightforward. The regulatory assessment stays with your compliance team.

Will our data stay in Ireland or the EU?

Yes. Deployments go into an EU region of your own cloud account, including Irish regions where your provider offers them, or onto your own hardware. The model, serving layer and logs stay inside that boundary.

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.