Consultation, documented
Tools that monitor staff trigger information and consultation of employee representatives under the Labour Code. The deployment documents what the system does so that consultation can proceed.
Self-hosted AI / France
Self-hosted AI for French companies, without an unexplained data path.
Private AI deployed for French businesses with the document store on your accounts and hosting in an EU region such as Paris. The RGPD and CNIL context is designed for review, and every model provider or channel is named before the system is used.
From €3,300 / $3,500 / ₦2.5m floorseu-west-3 (Paris) optionClient-owned accountsFull handover
Example only / architecture varies by client
Designed for review against the RGPD and the CNILeu-west-3 (Paris) optionClient-owned billingFull handover
Why it matters here
In France, monitoring and processing are decided with representatives.
The CSE consultation is part of the deployment reality, not an obstacle to it.
RGPD as the working language
Purpose limitation, minimisation, and a named processor list are part of the architecture, so a CNIL-aligned review has something real to inspect.
No mystery providers
The model, the channel, and the region are disclosed in writing before the first document is loaded.
The three levels
The architecture follows the constraint.
There is no single correct answer. Quality, privacy, residency, and budget decide the path.
Your cloud, in Paris
App and document store in your account in eu-west-3 (Paris), with the model on your key. No GPU required.
For location requirements
An approved cloud region or managed service when residency and procurement matter.
For strict control
Model, embeddings, and retrieval on your hardware when external inference is not acceptable.
What it really takes
Measured workloads, not GPU shopping lists.
Hardware is sized after the workload is real. These are starting points, not quotes.
4 to 8 vCPU, 16 to 32 GB RAM
No GPU required for the app and document store. Model usage bills stay on the client account.
From 24 GB VRAM
A starting point for a small quantized text model. Model size, concurrency, and latency decide the real requirement.
Power, cooling, updates, backups
A GPU is one part of the environment. A partner data centre can be more realistic than an office server room.
Not the first promise
We size hardware after the workload is proven. No GPU inventory before a signed scope and deposit.
Straight answers
Common questions.
Where would the data be hosted?
An EU region such as eu-west-3 (Paris), or your own infrastructure when the requirement is stricter.
How does the CSE consultation fit?
Where monitoring tools are introduced, the Labour Code requires informing and consulting employee representatives. We hand over the documented data path that makes that step straightforward.
Is the deployment reviewed against CNIL expectations?
The design follows RGPD principles, including a disclosed processor list and documented data flows, so the review by whoever owns compliance can be thorough.
Do you bill in euros?
Yes. The starting-point ballpark is €3,300 for a first workflow, with the same USD and naira floors as the global pricing.
The system is private. The data path is public, inside the company.
Why trust Pristine3D?
We build and operate production software.
Pristine3D Ltd builds and operates live digital products, and we run private AI workflows internally as part of our own operations. We scope around your real workflow: the documents you own, the questions your team asks, and the access boundary you approve. Based in Lagos, Nigeria, we work remotely with clients worldwide.
We already run live products
Based in Lagos, Nigeria, Pristine3D currently builds and operates smartcards.ng, venu.ng, photoshoot.ng, and ugc.ng in production.
We start with the actual workflow
One input, one output, one test set, and one person who owns the result. We scope a real workflow instead of a transformation programme.
The boundary stays visible
Cloud, model, storage, and messaging accounts stay in your name. The chosen data path, access rules, test record, documentation, and training are part of the agreed scope.
Pricing / fixed scope
Know the starting numbers before you ask.
The final quote follows the workflow. Infrastructure and model bills stay on your accounts.
One Workflow
Starting from$3,500 / ₦2.5m
2 to 3 weeksOne workflow for a small team, with training and handover.
See the one-workflow packageFirm-wide
Starting from$7,500 / ₦8m
4 to 6 weeksMultiple sources, roles, integrations, and admin handover.
See the deploymentAnnual support
Starting from$3,000 / ₦1.5m
per yearStandard care for one delivered workflow. Optional. Larger deployments and active monitoring are separately scoped.
See supportArchitecture review from $500. Standard annual support is $3,000 / ₦1.5m per year for one delivered workflow. New workflows, integrations, active monitoring, and infrastructure are separately scoped; infrastructure, model, storage, and messaging bills stay on client accounts. Full pricing and what changes the quote
Own your knowledge base
The model is not the product. The knowledge base is.
Documents, the retrieval index, access rules, and the workflows built around them are the asset, and they compound. We deploy so the knowledge base stays yours: on your accounts, in the environment you choose, under access rules your team defines. The model behind the answers is a connector, so the knowledge base moves with you, not with a vendor.
Your corpus, your index
The document store, metadata, and retrieval setup live on accounts you own. No vendor holds the corpus.
Models are swappable parts
Change the model provider, move regions, or go local without rebuilding the knowledge base or the workflow.
The knowledge base is the alpha
Every improvement to the corpus improves the answers, and the improvement stays with you, not with a vendor.
Keep exploring
Related setups.
Start with the constraint
Quelle est votre contrainte?
Residency, procurement, CSE consultation, or a no-external-inference rule. Describe it in English or French and we will map the architecture.