Private AI for Business

Architecture comparison / location and operations

On-premise or regional cloud? The answer is in the constraint.

A regional cloud can satisfy location and procurement needs without making your team run a data centre. On-premise may be justified when the network or inference boundary is stricter. We compare the two against your workload, not a generic privacy slogan.

Data pathLatencySupport costMeasured workload
The same business workflow can use different runtimes. The data path is chosen during scope.

Example only / no architecture implied

What changes between the two

Location is only one line in the decision.

Both options can be private in a useful sense. They differ in who operates the infrastructure, how updates happen, and what failure looks like.

01 / CLOUD

Regional without the server room

Use a client-owned or approved regional environment with documented provider, storage, access, and support paths.

02 / LOCAL

Physical control at a cost

Run the workload on local hardware when the no-external or network boundary is real enough to justify operations.

03 / TEST

Let the questions decide

Compare response quality, latency, concurrency, document handling, cost, backup, and maintenance against a fixed test set.

Do not compare labels

Compare the operating consequences.

CONTROL

Who can access the data?

Map user roles, administrator access, provider support, logs, backups, and the route for an incident.

COST

What keeps running?

Include hardware, power, storage, model usage, engineering time, support, upgrades, and downtime.

SPEED

What does the user experience need?

Latency and concurrency can make a local model useful or unusable. Measure the actual interaction.

A fair comparison

Put both choices through the same test.

Define the non-negotiable

Name the legal, procurement, network, regional, or client requirement that triggered the comparison.

Run the same questions

Use the same source corpus, users, prompts, output format, and acceptance criteria on each architecture.

Cost the support model

Include updates, monitoring, backup, incident response, hardware replacement, and provider bills.

Choose the simpler fit

Select the route that meets the requirement with an operating model the team can actually sustain.

The best architecture is the least complicated one that satisfies the real boundary and survives the week after launch.

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.

Is regional cloud a compromise?

It can be the practical middle path when a region and provider contract meet the requirement without adding local hardware operations.

Is on-premise cheaper?

Not automatically. Compare hardware, power, support, updates, storage, model performance, and staff time with the full regional option.

Can you run the comparison as a review?

Yes. An architecture review can map the data flow, test questions, options, risks, and a scoped pilot before a full deployment.

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 constraint

What makes regional cloud or on-premise necessary?

Tell us the location, network, workload, users, and support capacity. We will compare the options against the real requirement.

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