Private AI for Business

Practice operations / intake, procedures, and resourcing

The practice manager runs the machine, not just the calendar.

We deploy private workflows that prepare client intake, find the current procedure, organize resourcing notes, and assemble operations packs from the practice's approved files. The manager keeps decisions, approvals, and people.

Client intakeProcedure lookupResourcing notesOperations packs
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 practice management time goes

The answers are in the practice's own files.

Every new client, staff question, and repeated process creates the same search: where is the current version, who owns it, and what happens next.

01 / INTAKE

Prepare the new client file

Gather forms, requirements, fee notes, checklists, and missing items into a reviewable setup pack.

02 / PROCEDURE

Find the current way

Search policies, playbooks, templates, and handover notes for the approved process and its owner.

03 / OPERATIONS

Assemble the review pack

Combine staffing, coverage, open requests, and procedure gaps into a weekly operations update.

The practice boundary

The system prepares the pack. The manager runs the practice.

SOURCE

Use current approved files

Policies, procedures, templates, and checklists remain linked to the practice version that owns them.

PEOPLE

People decisions stay human

Hiring, performance, discipline, and client relationships remain with the manager and the firm's leadership.

ACCESS

Keep staff and matter data scoped

Personnel records, fee information, and client material stay in separate permission groups where required.

A first practice workflow

Choose the pack the practice rebuilds every week.

Name the recurring pack

Pick intake, procedure lookup, resourcing, or a weekly operations summary with a known owner.

Map the source files

List the forms, policies, templates, and notes that should feed the output.

Test beside the current process

Compare the prepared pack with what the manager actually sent and fix gaps or stale versions.

Hand over the run

Document the source map, access groups, review step, and the person responsible for each section.

A practice manager should spend the day on people and priorities, not on re-finding the firm's own procedures.

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 make hiring or staff decisions?

No. It can prepare summaries and packs. Hiring, performance, and people decisions stay with the manager and firm leadership.

Can it access personnel records?

Only where scoped and approved. Personnel, matter, and fee data can be kept in separate permission groups.

How is this different from the operations page?

That page covers general operations workflows. This page is the practice manager's recurring pack: intake, procedures, resourcing, and operations review.

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 operations pack

Which practice pack takes the most assembly?

Tell us the pack, the source files, and the review owner. We will scope the first workflow around the practice's own processes.

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