Private AI for Business

Healthcare operations / private assistant / the UK

Private AI for clinics and HMOs in the UK, designed for regulated providers.

Private AI for UK clinics and HMOs: approved policies, staff procedures, and administrative documents made searchable inside the clinic's own environment. Health data is a special category under the UK GDPR, the ICO supervises it, and providers of regulated activities answer to the CQC — the deployment is built for that standard of review.

One workflow from £2,900 / $3,500 / ₦2.5mApproved-corpus accessPermission boundaries2 to 3 weeks
Ask a normal staff question. See the answer. See the policy it came from.

Pattern demonstration / not clinical advice

No clinical decisionsDesigned for review against the UK GDPR, the Data Protection Act 2018 and the ICOApproved-corpus accessFull handover

Why it matters here

A regulated provider and a special category of data.

CQC registration and UK GDPR set the frame the deployment is built inside.

01 / CQC

A regulated provider

Clinics providing regulated activities are registered with the CQC. The system supports the documented operations that registration review expects.

02 / UK GDPR

Health data, special category

Health data is a special category under the UK GDPR. Purposes, processors, and access are documented in the handover.

03 / LONDON

Data in the UK

Hosting in eu-west-2 (London) is the default, with on-prem as the strict option.

What we set up

A healthcare page should say what it will not do.

Records

Not every patient file

A defined corpus and access model. Sensitive records require secure transfer, purpose, permissions, and review before anything is indexed.

Model

Disclosed provider path

API-backed, regional, private, and local setups have different routes for prompts, retrieval, logs, and support. The route is written down.

Clinician

Human authority stays

The system assists an approved workflow. A clinician or qualified administrator owns the actual decision.

A first project

One administrative question.

ONE WORKFLOW / FROM GBP 2,900

Policy and procedure search

Approved policies, staff procedures, and service information searchable through a private web app. One training session, a runbook, and credential handover.

WHAT YOU OWN

The accounts and the keys

Cloud, model provider, and storage accounts stay in the clinic's name. You receive the runbook, credentials, and test record.

How it lands

Discovery to handover in one flow.

Discovery

The questions staff answer most and the approved documents that hold the answers.

Boundary

What may be searched and drafted, and what must remain with a qualified clinical, legal, or operational owner.

Build and test

Tests on real staff questions, with access checks, unsupported questions, and failure cases verified.

Handover

Training, an admin runbook, and all accounts transferred to the clinic.

A regulated provider and a special category of data. One documented path answers both.

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.

METHOD

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.

OWNERSHIP

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.

Annual support

Starting from
$3,000 / ₦1.5m
per year

Standard care for one delivered workflow. Optional. Larger deployments and active monitoring are separately scoped.

See support

Architecture 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

Straight answers

Common questions.

Where would the clinic's documents be hosted?

Hosting in eu-west-2 (London) is the default, or the clinic's own infrastructure for stricter requirements.

How does CQC registration fit?

Registration belongs to the provider. The system supports the documented, controlled operations that a review of the clinic's arrangements would look for.

Can it work with patient information?

Only after the purpose, access model, secure transfer, provider path, retention, and professional review requirements are agreed with the clinic.

Do invoices come in pounds?

Yes, from £2,900 for a first workflow, with USD and naira floors unchanged.

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.

THE ASSET

Your corpus, your index

The document store, metadata, and retrieval setup live on accounts you own. No vendor holds the corpus.

THE LOCK-IN

Models are swappable parts

Change the model provider, move regions, or go local without rebuilding the knowledge base or the workflow.

THE ALPHA

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 approved information

Which healthcare question keeps returning?

Tell us the user, source, sensitivity, output, and human owner. We will help separate a safe workflow from a clinical decision.

Prefer email? Message us at hey@pristine3d.com.