Private AI for Business

HR workflow / review preparation

Reviews are not faster when the judgment is automated. They are faster when the evidence is assembled.

We deploy private workflows that collect goals, feedback, projects, and notes from approved sources into a review pack for the manager. The manager writes the evaluation and owns the conversation.

Goal historyFeedback notesProject evidenceReview pack
A neutral example of the same workflow pattern, run on supplied synthetic material.

Pattern demonstration / same workflow, synthetic material

Fixed-scope setupClient-owned accountsDraft-and-review firstFull handover

Where review preparation loses time

The manager knows the person. The evidence is scattered.

The hard part of a review is writing the judgment. The slow part is collecting the facts that should inform it.

01 / COLLECT

Gather the evidence

Pull goals, project notes, feedback, and completed work from approved sources into one file.

02 / COMPARE

Show the current state

Prepare a timeline of goals, updates, and feedback for the manager to review against their own experience.

03 / PREPARE

Draft the meeting pack

Create a review outline, open questions, and follow-up space for the manager to complete.

The review boundary

The system assembles the file. The manager owns the evaluation.

SOURCE

Use approved records

Goals, feedback, and project notes remain linked to the review pack that uses them.

JUDGMENT

No automatic ratings

The workflow does not score performance, suggest a rating, or compare employees.

PRIVACY

Sensitive notes stay scoped

Review material is permissioned and reviewed before it is shared with anyone.

A first review workflow

Prepare the pack, not the decision.

Choose the review cycle

Pick the quarterly, annual, or project review format the team already uses.

Map the evidence sources

Connect approved goals, feedback, project notes, and work records for each manager.

Test with a real review

Compare the prepared pack with what the manager expected and fix gaps or sensitive items.

Hand over the draft

Deliver the evidence file, review outline, and open questions to the manager for completion.

A review is better when the evidence is easy to see and the judgment is clearly the manager's.

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.

Can it rate or compare employees?

No. It assembles evidence and prepares a draft. Ratings, comparisons, and people decisions stay with managers.

Can it use feedback from many sources?

Yes, when scoped and approved. The source map and access rules are agreed before sensitive material enters.

How is this different from the HR teams page?

That page covers HR's broader workflows. This page is one recurring task: preparing the review pack while keeping the evaluation human.

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 review cycle

Which review pack takes the longest to assemble?

Tell us the review format, the evidence sources, and the manager. We will scope a workflow that prepares the pack, not the decision.

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