Private AI for Business

Business development / research to opportunity

Research should open a conversation, not fill another folder.

We build a research workflow that tracks a defined market, account set, partner list, tender source, or opportunity theme and returns a concise brief with evidence, gaps, and possible next questions.

Defined marketCited researchOpportunity briefHuman outreach
A neutral example of a business brief built from approved sources.

Pattern demonstration / fictional market

The research loop

A list of links is not business development.

The team needs a reason to care, a source to inspect, and a next question that can become a real conversation.

01 / DISCOVER

Find the relevant signal

Search approved public and private sources for companies, markets, tenders, partners, funding, leadership, or product changes.

02 / QUALIFY

Explain why it fits

Compare the signal with the team's market, offer, capability, timing, and known constraints.

03 / PREPARE

Return the next question

Produce a short opportunity brief with evidence, gaps, suggested research, and a human-owned next action.

Research needs a thesis

The agent follows the question you gave it.

SCOPE

Define the opportunity

Choose market, geography, customer, partner, tender, or theme and what counts as relevant.

EVIDENCE

Keep facts and hypotheses apart

Source links and dates support the brief. A possible fit remains a hypothesis until a person checks it.

ACTION

Do not automate the relationship

The agent prepares research and drafts. A person decides whether to contact, qualify, partner, or decline.

A business-development research pilot

Start with one thesis and one delivery.

Define the target set

Name the companies, markets, sources, countries, tender lists, or topics the team wants to understand.

Set relevance rules

Describe the opportunity, exclusions, source quality, timing, and the person who receives the brief.

Test the brief

Review duplicate signals, stale information, unsupported fit claims, missing sources, and useful length.

Tune the next question

Use corrections to improve relevance, then keep outreach and relationship decisions with the team.

The research agent should reduce the distance between a signal and a well-prepared human conversation.

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

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.

Straight answers

Common questions.

How is this different from sales account research?

Sales research prepares active account conversations. Business-development research can explore markets, partners, tenders, and opportunities before a target account is known.

Can it contact prospects?

It can prepare a brief or draft. Contact, claims, targeting, and relationship decisions remain human-approved.

Can it watch public tenders?

Yes, where the source is approved and accessible. A tender monitor has its own source, relevance, and delivery rules.

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 thesis

What market or opportunity should the team understand sooner?

Tell us the target set, sources, relevance rule, delivery, and person who decides what happens next.

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