Private AI for Business

Payroll / operations workflow

Payroll is an input and approval trail, not a calculator.

We build private workflows that prepare payroll input files, statutory deduction records, approval packs, and audit trails. The workflow assembles and checks the file; the payroll owner, accountant, and provider own calculations and statutory filing.

Input filesStatutory recordsApproval packAudit trail
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 payroll time disappears

The inputs arrive from many owners.

Hires, changes, leave, overtime, and statutory updates come from different people. The payroll team turns them into one approved file.

01 / INPUT

Prepare the input file

Organize employee changes, pay elements, leave, overtime, and approvals into the payroll input pack.

02 / STATUTORY

Keep the deduction records

Map the current statutory deduction inputs and source records beside the payroll file for review.

03 / APPROVE

Build the approval trail

Assemble the changes, totals, sign-offs, and open questions for the payroll owner and accountant.

The payroll boundary

The system prepares the file. It does not run the payroll.

CALCULATION

Payroll owners calculate

The workflow prepares inputs and checks. Calculations, payments, and statutory filing stay with the payroll owner and provider.

APPROVAL

Human sign-off required

No payroll run starts from an unapproved file. Owners approve changes before the provider or accountant proceeds.

ACCESS

Pay data stays scoped

Salaries, bank details, identity, and medical data are separated by role and reviewed before they enter.

A first payroll workflow

Start with one pay cycle input.

Choose the input

Pick the employee change, statutory record, or approval pack the team rebuilds each cycle.

Map the owners

List the people and systems that provide changes, approvals, and statutory updates.

Run the completeness check

Compare the input pack against the cycle and flag missing, stale, or unapproved items.

Hand over the approval

Deliver the pack and open questions to the payroll owner and accountant for review.

Payroll is easier to defend when every input has an owner and every run has an approval trail.

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.

Does this calculate salaries or statutory deductions?

No. It prepares and checks inputs. Calculations and statutory filing stay with the payroll owner, accountant, and provider.

Can it start a payroll run?

No. The workflow stops at review and approval. The provider or accountant runs the payroll after sign-off.

How is this different from the HR page?

That page covers HR operations broadly. This page is the payroll depth workflow: inputs, statutory records, approval, and audit trail.

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 pay cycle

Which payroll input takes the team longest?

Tell us the input, the owners, the provider, and the approval route. We will scope a workflow around the team's current cycle.

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