Private AI for Business

Document workflow / version comparison

A redline is only useful when you can see what actually changed.

We build private workflows that compare approved document versions, classify changes by section and type, and prepare a comparison report for the responsible reviewer.

Version pairChange mapSection reportReviewer decision
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 version review loses time

The change is somewhere in the document.

The review work is finding the difference, understanding what it affects, and deciding whether it is acceptable.

01 / PAIR

Set the version pair

Choose the approved before and after versions, dates, and owners for the comparison.

02 / MAP

Find every change

Identify inserted, deleted, moved, and reformatted content across sections and tables.

03 / REPORT

Prepare the review note

Summarize changes, affected sections, open questions, and the reviewer for the decision.

The version boundary

The system shows the difference. It does not approve the edit.

SOURCE

Keep versions attached

Every change is linked to the before and after file, page, and revision it came from.

TABLES

Flag complex structure

Tables, images, formatting, and metadata changes are shown as review items rather than silently assumed.

DECISION

The owner approves

Acceptance, rejection, and sign-off remain with the responsible professional and the business.

A first comparison workflow

Start with one document family and one review route.

Choose the document family

Pick contracts, policies, briefs, reports, or another set with recurring revisions.

Define the report

List the change types, sections, owners, and approval fields the reviewer needs.

Test with real revisions

Compare known redlines and check insertion, deletion, table, and formatting handling.

Deliver the comparison

Return the change map, section report, and open questions to the responsible reviewer.

A version comparison is useful when the change, the section, and the decision stay visible.

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 approve a document version?

No. It prepares the comparison. Acceptance and sign-off remain with the responsible professional.

Can it compare scanned versions?

Yes, where OCR is scoped. The workflow flags uncertain text so the reviewer does not miss it.

How is this different from contract clause extraction?

That page maps clauses and obligations. This page is the revision workflow: comparing versions and preparing a change report.

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 document family

Which document keeps coming back with changes?

Tell us the document type, the version source, and the reviewer. We will scope the comparison around the revisions you already manage.

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