Private AI for Business

Solo practice / one owner, many workflows

One person runs the practice, and the admin runs with it.

We build private workflows for solo lawyers, accountants, consultants, and advisors that handle client intake, precedent search, draft letters and reports, follow-up, and billing notes. The practitioner keeps the advice, review, and client relationship.

Client intakePrecedent searchDraft lettersFollow-up
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

The solo practitioner's hidden staff

The practice cannot afford a second person, so it borrows hours from the day.

The missing assistant shows up as repeated searches, re-typed notes, and follow-ups that wait until there is time.

01 / INTAKE

Turn requests into a file

Extract the client, matter, dates, and documents from the first message or form into a reviewable draft.

02 / PRECEDENT

Find the firm's own answer

Search past letters, templates, policies, and notes with source references instead of starting from memory.

03 / FOLLOW-UP

Keep the open loop moving

Prepare the next email, reminder, or status note from the matter file for one final review.

The professional boundary

A solo practice can use a private assistant. It cannot rent out the judgment.

REVIEW

Every output is a draft

Letters, reports, and responses are prepared for the practitioner to review, correct, and own.

ACCESS

Matters stay separate

Client files, permissions, and confidentiality are scoped by matter and agreed before sensitive material enters.

ADVICE

Professional duties stay with the practitioner

The system supports the work. Advice, sign-off, and client obligations remain with the qualified professional.

A first solo practice workflow

Choose the task that steals the most billable hours.

Name the repeated task

Pick intake, precedent search, letter drafting, follow-up, or billing notes with a clear output.

Show the current material

Provide the templates, letters, notes, and matter records the practice already uses.

Run it beside the work

Test the draft against recent examples and fix wording, source, or boundary problems.

Hand over the routine

Document the sources, review step, and approval route so the practitioner stays in control.

The solo practice does not need an employee. It needs the admin to stop borrowing judgment time.

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 replace a junior assistant?

It can absorb repeatable intake, search, drafting, and follow-up work. It does not answer the phone as a human or hold the professional responsibilities of an employee.

Is it safe for client material?

The system is deployed on client-owned accounts with a disclosed data path. Matter access and confidentiality are scoped before sensitive material enters.

What is a good first project?

One repeated output with a clear finish, such as intake summaries, precedent search, draft engagement letters, or follow-up notes.

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 repeated task

Which part of the week should an assistant take over?

Tell us the task, the source material, and the output you need. We will scope a first workflow around the practice you already run.

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