// AI implementation for B2B · Bielik + RAG · on-premise
AI without fireworks. Fully under control.
We implement artificial intelligence in companies that cannot send their know-how to the public cloud. A Polish language model on your servers, a process based on Design Thinking, compliance with GDPR and the AI Act.
Book a free consultation Take the AI readiness test
65%
of companies have no access to any example of AI deployment in their industry
24%
of employees use AI secretly without their managers knowing (Shadow AI)
8%
of companies actually anonymise data before entering it into public AI tools
50%
of employees fear legal liability for AI-based decisions
Source: IRSM, “AI in Polish B2B companies”, 2026.
CONTROL ROOM
- MODELBIELIK (PL)
- DATAON YOUR SERVERS
- KNOW-HOWSTAYS IN-HOUSE
- GDPR / AI ACTCOMPLIANT
- TEAMPREPARED
- STATUSUNDER CONTROL
// The problem we solve
“We can’t use ChatGPT. We have our own know-how.”
We hear it at almost every training in industrial, energy, legal and infrastructure companies. It’s justified caution — yet AI still gets into these companies through the back door: without rules, without control, without the board knowing.
- Risk 01
Know-how leakage
Companies enter business data into public models without procedures or anonymisation. Strategies, margins and source code feed other people’s models.
- Risk 02
Chaos instead of strategy
Employees learn about AI rollout plans from rumours, and companies are often driven by fear of the competition rather than a measurable business case.
- Risk 03
Legal liability
GDPR, NDAs with clients and AI Act obligations. Employees fear legal consequences and get their data protection knowledge mainly from colleagues.
// Who we work for
Sectors where data must not leave the building
- Sector / 01
Energy and industry
Technical documentation, service data, critical infrastructure. AI supports reporting, documentation search and maintenance — without sending anything to the cloud.
- Sector / 02
Water utilities and municipal infrastructure
Municipal companies with residents’ data and critical infrastructure. We show boards a measurable business case and guide teams through the change without fear for their jobs.
- Sector / 03
Law firms
Bielik + RAG on the law firm’s documents: searching case files, analysing contracts, drafting letters — with confidentiality covered by professional secrecy.
- Sector / 04
Manufacturing and know-how companies
Recipes, technological processes, customer data under NDA. n8n automations and local language models where public tools are rightly banned.
// Offer
From first insights to a working deployment
Each level prepares the ground for the next. You start where your company is.
- Start
Map of 12 AI Risks in a company
An overview of the most common AI implementation risks and ways to mitigate them.
freewhen you subscribe to the newsletter
- Level 1
Toolkit “Order in AI”
AI policy, data decalogue, a Golden List of tools, a results verification procedure and a communication scenario for the team.
PLN 297digital product
- Level 2
Course “Safe AI from scratch”
Bielik + RAG + n8n: a business case for the board, architecture, a pilot on one process, communicating the rollout, measuring results.
PLN 697–997video + templates
- Level 3
Workshop “Pilot deployment in 30 days”
A group online programme for up to 10 companies. Four sessions: from audit and choice of process to a working pilot.
from PLN 2,500per company / edition
- Level 4
PoC deployment: Bielik + RAG
Audit, choice of use case, installation on your infrastructure and a pilot with measured results.
individual quote4–8 week project
- Ongoing support
AI expert on call
A consulting subscription: an expert your team can come to with questions about AI.
from PLN 1,500per month
// How we work
Design Thinking applied to AI
We don’t start with technology, but with the people who will work with it — because team resistance and poor communication derail deployments, not language models.
- Phase 1 / Empathy
We listen to the team
Conversations with employees and management. Where it hurts, what they fear, where they are already quietly using AI.
- Phase 2 / Definition
Audit and diagnosis
An audit of data, processes and legal compliance. We choose a problem that is genuinely worth solving.
- Phase 3 / Ideation
We design the use case
A workshop with the team on the AI deployment canvas. We assess ideas by return, risk and feasibility.
- Phase 4 / Prototype
A small-scale pilot
Bielik + RAG on your infrastructure, one process, 2–4 weeks, measurable success criteria.
- Phase 5 / Test
We measure and scale
Hard numbers instead of impressions. We scale what works and shut down what doesn’t.
// Data sovereignty
Why Bielik and not the public cloud?
- Data never leaves the company. The model runs on your servers — documents, contracts and know-how stay behind your firewall.
- A Polish model for the Polish language. Bielik understands Polish documentation, contracts and industry language well.
- GDPR and AI Act compliance. Full control over the processing of personal data and data covered by NDAs.
- RAG on your knowledge. The model answers based on your documents — with source references.
- n8n automations. We link reports, document flows and monitoring into workflows that run on their own.
// Who’s behind it
16 years of communication. Hands on the keyboard.
An AI deployment is half technology and half guiding people through change. We combine hands-on experience with Bielik, RAG and n8n automations with 16 years in communication — so the board understands the business case and the team stops worrying about their jobs.
- Experience in communication and PR16 years
- AI and AI agent training (in person and online)ongoing
- Eskadra Bielika training (on-premise installation)completed
- Pro bono cooperation with the Bielik.ai foundationsince 2025
- Bielik + RAG deployments (including the legal sector)delivered
- Methodology: Design Thinking · Lean Startup · BMCthe basis of our work
// FAQ
Frequently asked questions
Will my company’s data go to the cloud?
No. The Bielik model runs on your server or computer — documents and know-how never leave the company.
Where should AI implementation start?
With a free consultation or the AI readiness test. Then an audit and the choice of one process for a pilot.
How long does a pilot take?
Usually 2–4 weeks on a single process, with measurable success criteria agreed at the start.
// Insights every two weeks
KonkretnAI newsletter
AI implementation in Polish B2B without fireworks: research data, anatomy of deployments, legal risks and ready-made procedures. To start, you’ll get the free Map of 12 AI Risks.
Subscribe and download the Risk Map// Next step
Let’s check whether your company is ready for AI
A free 45-minute consultation. No sales pressure — you leave with a diagnosis and a first step, even if we never sign a contract.