Private AI for Business

Sales workflow / notes to CRM

Meeting notes become follow-up when they reach the CRM.

We build private workflows that extract account details, decisions, next steps, owners, and dates from approved meeting notes, then prepare a CRM record for review before any update.

Account matchNext stepsOwner fieldsCRM review
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 CRM entry loses time

The meeting is over. The data entry begins.

The follow-up is only as good as the account record, and most notes never become a clean record.

01 / EXTRACT

Read the note

Identify account, people, decisions, commitments, next steps, owners, dates, and opportunity changes.

02 / MATCH

Connect the record

Match the note to the existing account, contact, deal, or opportunity where the team works.

03 / DRAFT

Prepare the CRM update

Create a reviewable record with proposed fields and open questions before anything is saved.

The CRM boundary

The system drafts the record. It does not run the pipeline.

REVIEW

The owner confirms

The responsible sales or account owner reviews the matched record and proposed fields before saving.

SYSTEM

Write access is scoped

CRM writes are a separate permissioned step with an audit trail and rollback where possible.

DATA

No invented pipeline

Stage, amount, probability, and forecast changes are only proposed when the note supports them.

A first CRM workflow

Start with one note source and one record type.

Choose the note source

Pick meeting minutes, call notes, email summaries, or the file the team actually uses.

Define the CRM fields

List the account, contact, deal, next-step, owner, and date fields the team needs.

Test with past meetings

Compare the prepared CRM draft with the records people actually updated.

Connect the review step

Deliver the draft to the owner for confirmation before connecting one safe CRM write.

A CRM record is useful when the meeting, the account, and the next step stay connected.

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 update the CRM automatically?

The default workflow drafts the record for review. Automatic writes are a separate scoped integration with permissions.

Can it match the right account?

It can propose matches using existing CRM data. Ambiguous or missing matches are flagged for the owner.

How is this different from meeting transcription?

That page turns audio into notes and action items. This page is the CRM handoff: extracting account and pipeline fields into a reviewable record.

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 note source

Which meeting notes never reach the CRM?

Tell us the note source, the CRM fields, and the record owner. We will scope the draft-first workflow around your pipeline.

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