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Two engineers, a small number of deployments at a time. Currently taking on new work.

SRI

Services

We run the AI. You keep the data.

You buy a machine, or we rent you a dedicated one. We install the model, wire it to your documents, and manage it over an SSH channel you control. Your team gets a search bar and a chat box. Nothing leaves your network.

What we actually do

We run the AI. You keep the data.

You buy a machine, or we rent you a dedicated one. We install the model, wire it to your documents, and manage it over an SSH channel you control. Your team gets a search bar and a chat box. Nothing leaves your network.

FIG.1

01

Unsorted internal documents scanned and returned as a ranked shortlist of use casesWHAT YOU HAVEcontractsticketsemailwikiWORTH BUILDING FIRST1. doc search2. contract review3. ticket triage+ hardware sized, data flow written

We work out what to run

One call, then a spec instead of a slide deck.

We look at the work your team actually does and which parts are blocked today. You get back a shortlist of use cases worth building, the model that fits them, and the exact hardware it needs, priced.

  • 1.1 Use cases ranked by value and by how hard they are to approve
  • 1.2 Model and hardware sized for your volume, not for a benchmark
  • 1.3 A written data flow your security team can sign off on

FIG.2

02

Two setups: hardware in your rack, or a dedicated GPU we rent for you, both managed over SSHSRItwo engineerssshOPTION A / YOUR RACKyour boxyou buy itwe configure itOPTION B / OUR HOSTINGgpu, eusingle tenantlive in daysmodel · retrieval · internal API installed on both

We set the machine up

Your hardware, or a dedicated GPU we rent for you.

Buy a box and keep it in your own rack, or let us put a single-tenant GPU in an EU data centre in your name. Either way we install the model, the document search, and the internal API, and we manage it remotely over SSH.

  • 2.1 Your hardware: you own it, we configure it, access on a channel you control
  • 2.2 Our hosting: dedicated GPU, EU region, live in days instead of a quarter
  • 2.3 Model, retrieval, and internal API wired to SharePoint, ERP, or your own systems

FIG.3

03

Queries circulate inside your perimeter while outbound calls are stopped at the boundaryYOUR PERIMETERmodelon your hostOUTSIDEmodel vendorcloud apiunreachableby design

Nothing leaves the network

No third-party API anywhere in the request path.

Inference happens on your machine. There is no call out to a model provider, so there is no processor agreement, no transfer, and no retention question. Every query is logged inside your own perimeter.

  • 3.1 Zero outbound calls during inference, verifiable on your own firewall
  • 3.2 Role-based access and a full audit trail of every question asked
  • 3.3 Air-gapped option with no route in or out at all

FIG.4

04

A continuous health pulse with maintenance events we handle without your team noticingUPTIMEmonitored by usWHAT WE DO WHILE YOU WORKpatch appliedmodel swappedcapacity raised

We keep it running

Monitoring, patches, and model upgrades on one monthly fee.

AI systems are not set and forget. We watch performance, apply updates, and swap in better open models as they ship. When something breaks, the alert goes to us and not to your service desk.

  • 4.1 Uptime and latency monitoring, with alerts routed to us first
  • 4.2 Model upgrades and capacity planning as usage spreads across teams
  • 4.3 A direct line to the two engineers who built your deployment

The decision on one page

Same capability. Different threat model.

This is the table your security officer will build anyway. Here it is up front.

Cloud AI compared with a private deployment by SRI Systems
CriterionCloud AISRI
Where inference runsVendor infrastructure, region of their choosingHardware you own or rent in your own name
Who holds your documentsA third party, under their retention policyYou. The index never leaves your disk
Processor agreement neededYes, plus transfer assessmentNo third-party processor in the request path
Works with no internetNoYes, on-premise and air-gapped
Audit log locationVendor console, exportable at bestYour own log stack, queryable like any other service
Model choiceWhatever the vendor ships and deprecatesOpen weights you pin, upgrade, or roll back
Cost shapePer token, unbounded, scales with successFixed hardware or fixed monthly, flat under load
If the relationship endsAccess stops, data export on their termsThe system keeps running. You already own it

What it actually gets you

The same tools your competitors use. Without the paperwork.

Search everything you own

Ask a question in plain language and get an answer with citations from your contracts, policies, and archives.

Draft and review faster

First-pass drafting, summarising, and clause comparison on documents that were never allowed near a cloud tool.

Triage the queue

Classify and route tickets, mail, and forms automatically, with a human check where it matters.

Keep the audit trail

Every prompt and answer logged inside your network, attributable to a user, retained on your terms.

What it costs

You can work out what this costs before you call us.

Most of this industry hides pricing so you have to sit through a call to get a number. Here it is. You can start with a pilot for the price of a fortnight of consultancy, and nothing here bills per token or per seat.

For comparisonA per-seat cloud AI licence runs around €30 per user per month at list price. Two hundred people is over €70,000 a year, every year, and your legal team still has not approved it.

01

Assessment

Workflow review, model and hardware sizing, integration plan, and the written data flow your security team signs off on. Credited in full against whatever you do next, so it costs nothing if you continue.

€5,000

Fixed, credited

02

Pilot

One use case, your own documents, running on our hardware in front of a small group of real users. The cheapest way to find out whether this works for you before anyone signs off on a rollout. Also credited against production.

€7,500

Fixed, three weeks, credited

03

Production deployment

Everything installed on your side, wired to your documents and systems, access control and audit logging in place, runbooks handed to your IT team. Where you land in the range depends on how many systems we integrate with, not on how many people use it.

€20,000 to €40,000

Fixed, quoted after the assessment

04

The machine

Rent a single-tenant machine in the Netherlands or Germany, contracted in your name, or buy the hardware outright and keep it in your own rack. We will tell you which is cheaper for your volume before you decide.

from €350 / month

Rent from us, or buy and own it

05

Support

Monitoring, patching, model upgrades, and capacity planning. Flat under load, because an extra thousand queries on hardware you already have costs nothing.

from €1,000 / month

Flat, scales with the machine

Machines you can rent from us

Team

€350 / month

20 GB vRAM, single GPU

One department, smaller models, document search and drafting

Support €1,000 / month

Department

Most chosen

€750 / month

48 GB vRAM, hosted in the Netherlands

Several teams at production latency, larger models, Dutch data residency

Support €2,000 / month

Enterprise

€1,750 / month

96 GB vRAM, current-generation GPU

Company-wide, frontier-class open models, high concurrency

Support €3,500 / month

When you should not rent from us

A new 48 GB card is about €4,000, and a server to put it in adds €2,000 to €3,000. Call it €7,000 to build, or roughly half that if you already have a machine with a spare slot. Against €750 a month you are ahead by buying somewhere between five and ten months in, so if this is going to run for years, buy it. We will do the same sum for the other tiers and tell you the answer even when it costs us the rental.

To be clear about what that buys you: a card in a server, and nothing else. An empty GPU does not answer questions about your contracts. The hardware is the cheapest and least interesting line on this page. What you are actually paying us for is the other four.

No per-seat licence, no per-token billing, and nothing that expires. The assessment and the pilot are both credited against production, so the only way to spend money here without ending up with a system is to decide against one.

Next step

Tell us what your team is not allowed to do yet.

A 45-minute call. We look at your workflows, your data rules, and whether local AI is worth it for you. If it is not, we will tell you that instead of selling you a project.

Not ready for a call? Send the security brief to whoever has to approve it, or just reply to an email. All three work.