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Straight answers about AI and software

We write about what clients ask us most: how much a system costs, how a chatbot differs from an AI agent, when to choose a private model instead of ChatGPT. No generalities — with examples from our own deployments.

  • AI implementation
  • AI pilot

Your previous AI implementation didn’t deliver. What went wrong and how to fix it

Your last AI project didn’t deliver? The most common causes and how to start again: one process, a metric set before launch and a model on company data.

6 October 2026Read
  • Choosing a provider
  • Custom systems

How to choose a software house or automation provider in two weeks

Short on time to choose a software, automation or integration provider? A checklist of 8 questions to quickly filter out risky vendors.

6 October 2026Read
  • AI chatbot
  • AI agents

Chatbot or AI agent? How they differ and which is right for your business

A chatbot answers questions; an AI agent does work in company systems: books, registers, reads documents. A comparison with real deployment examples.

1 October 2026Read
  • AI implementation
  • Definition

What is AI implementation in business? A short definition and examples

AI implementation means connecting artificial intelligence to a company’s processes and systems so it takes over specific work. Definition, types and examples.

1 October 2026Read
  • Costs
  • Custom software

How much does a custom system or application cost?

A custom system or app costs from a few thousand PLN to around a million PLN. What drives the price, how to reduce risk and who owns the code.

1 October 2026Read
  • Web applications
  • Conversion

How do web applications increase conversion and sales?

A web app increases conversion when it shortens the customer journey: simplifies choice, removes forms and phone calls, works 24/7 and connects to payments.

1 October 2026Read
  • Websites
  • SEO and GEO

When does a website give you a real competitive advantage?

A website gives you an edge when it brings in enquiries: it answers customer questions, loads fast, is visible in Google and ChatGPT and leads to contact.

1 October 2026Read
  • Private AI
  • Data security

Private AI model or ChatGPT? Which to choose for your business

A private AI model works on company data in your environment, without passing it to ChatGPT, Gemini or Copilot. When to choose it and when public AI will do.

1 October 2026Read
  • AI implementation
  • Process automation

AI implementation in business: how to automate processes and cut costs

How to implement AI so it really cuts costs: where to start, which processes to automate first, how long it takes and how to protect company data.

1 October 2026Read
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