Private AI for Business

Private AI / law firms / India

Private AI for law firms in India, with the Bar Council and DPDP in view.

Private AI for Indian law firms: precedent search, obligations, and first drafts from approved firm material. Advocates owe confidentiality under the Bar Council's professional rules, and the DPDP Act shapes personal-data handling, so the system keeps matter material inside the firm's environment.

One workflow from INR 300,000 / $3,500 / NGN 2.5mMatter-separated accessProfessional review2 to 3 weeks
Ask a normal question. See the answer. See the document it came from.

Example material only / no client matter

Professional confidentiality firstDesigned for review against the Digital Personal Data Protection Act 2023 and the DPDP Rules notified by MeitYMatter-separated accessFull handover

Why it matters here

Indian firms answer to the profession and the new data law.

Bar Council duties and the DPDP Act both put controlled access and documented purpose at the centre.

01 / BAR COUNCIL

Professional duties

The Bar Council of India sets professional conduct rules for advocates. Matter material stays inside the firm's environment.

02 / PRIVILEGE

Client communications

Client communications are protected under professional rules. Access rules and the data path are documented.

03 / DPDP

Data law, reviewed

The DPDP Act makes consent and purpose central. The deployment documents the data path for that review.

What teams use it for

Less searching. More time on the work.

The assistant supports the firm. It does not replace legal advice, review, or sign-off.

Sources

Your approved documents

Precedents, policies, engagement letters, and matter material.

Access

Clear boundaries

Separate users, teams, matters, and sources where the workflow requires it.

Handover

A system you can own

Runbook, training, credentials, source map, tests, and known limitations.

First project

Start with one practice group.

A small, approved archive — not the entire matter history on day one.

USERS

Up to 10 people

One person responsible for feedback and access.

SOURCES

A small approved archive

Precedents, policies, and matter material that the practice group actually searches.

ANSWERS

Read-only with sources

Source references and a clear “not found” boundary.

NEXT

Expand what works

Other teams, sources, languages, or actions after the first workflow works.

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 matter data stay in India?

Yes. Hosting in ap-south-1 (Mumbai) is the default, with on-prem for stricter requirements.

How does the Bar Council duty fit?

The duty belongs to the advocate. The system supports it by keeping matter material in the firm's environment under controlled access.

Does the assistant give legal advice?

No. It searches and drafts from the firm's own material. Advice and sign-off stay with the firm.

Do invoices come in Indian rupees?

Yes, from INR 300,000 for a first workflow, with USD and naira floors unchanged.

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 search problem

Have a search problem in the firm?

Describe the documents and the questions your team keeps asking. We will recommend a focused first step.

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