Private AI for Business

Proactive intelligence / standing brief / Poland

Daily intelligence briefs for Polish teams, anchored to Dziennik Ustaw and the Sejm.

Standing intelligence briefs for teams in Poland: a watchlist built around the sources that actually change the work, Dziennik Ustaw, Sejm legislative tracks, UODO decisions, KNF notices, and Ministry of Finance guidance. The agent checks approved sources and delivers a short brief with evidence.

Setup from PLN 15,000 / $6,000Sources you approveEvidence includedHuman decision
Three material changes overnight. Everything else was noise.

Example intelligence / fictional watchlist

Approved sources onlyEvidence with every changeNoise filteredClient-owned subscriptions

Why it matters here

Polish teams watch the official journal and the regulators.

Dziennik Ustaw, the Sejm, UODO, the KNF, and the Ministry of Finance are the local frame the watchlist is built around.

01 / DZIENNIK USTAW

The official record

Polish legislation and official publications flow through Dziennik Ustaw. It is a natural anchor for a Polish watchlist.

02 / UODO

Privacy decisions

UODO decisions and guidance are monitored from the official source, with timestamps and links in the brief.

03 / REGULATORS

Financial and tax

KNF notices and Ministry of Finance guidance are monitored when they affect the team's work.

What arrives

One useful delivery, not an inbox full of alerts.

Watch

You define what matters

Companies, funds, cases, competitors, permits, regulations, products, markets, or keywords — in the local source set.

Filter

The agent removes noise

Deduplicate updates, compare against prior context, and surface only material changes.

Brief

You receive the signal

A short brief with source links, timestamps, uncertainty, and a clear next question.

The premium setup

Monitoring is a real service, priced as one.

SETUP / FROM PLN 15,000

Standing intelligence brief

One role, one watchlist, three to five source families, scheduled delivery, citations, and tuning.

ONGOING

Monitoring fee

Continuous source checks, relevance tuning, failure alerts, evaluation, and output maintenance. Client subscriptions stay in client accounts.

How the system works

You hand over priorities, not your entire world.

Define the watchlist

The entities, topics, locations, or risks that matter, and what counts as material.

Connect the sources

Public sources are monitored directly. Private feeds use read-only client-approved access.

Build the brief

The workflow collects, deduplicates, compares, cites, and summarizes the changes.

Review and improve

Your corrections tune relevance. The system records misses, false alarms, and stale sources.

Dziennik Ustaw publishes, the Sejm moves, and UODO decides. One brief keeps up.

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.

Which sources can it watch?

Public sources directly, and private feeds through read-only, client-approved access. Pristine3D does not own your subscriptions.

What would a Polish brief include?

Material changes from the approved source set, for example Dziennik Ustaw publications, Sejm tracks, UODO decisions, KNF notices, or finance-ministry guidance, each with the source and timestamp.

Where is the system hosted?

An EU region such as eu-central-1 (Frankfurt) is the default, documented in the architecture.

Do invoices come in Polish zloty?

Yes, setup from PLN 15,000 with the USD floor 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 watchlist

What should your team be watching?

Tell us the person, watchlist, source types, and delivery time, in English or Polish. We will tell you whether a brief is worth building.

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