Overview

Blog: practical answers about AI in business

This editorial collection answers concrete decision questions directly, states limits and connects every item to relevant services. New content is published only after evidence, internal links, FAQ and bilingual parity are checked.

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Content

[27 AUGUST 2026]
How to spot a good AI agency
A good AI agency does not show you the shiniest demo, it shows you how it talks about operation, limits and your data.
[27 AUGUST 2026]
AI agency, in-house team or freelancer: what fits when
There is no winner, there is a fitting route.
[22 AUGUST 2026]
How do you plan a corporate AI hackathon?
A strong AI hackathon starts with clear challenges, accessible data and named decision makers.
[27 AUGUST 2026]
Scoping an AI MVP: start small, learn honestly
A good AI MVP scope covers exactly one real user job, on real data, with a measurable success criterion.
[27 AUGUST 2026]
Who plays which role in an AI project
An AI project needs six clearly staffed roles: business ownership, domain expertise, data ownership, IT and integration, privacy and law, and project steering.
[27 AUGUST 2026]
Setting up a proof of concept: what it must prove
A proof of concept proves exactly one assumption under real conditions.
[27 AUGUST 2026]
From workshop to prototype: how a two-week AI sprint runs
An AI sprint takes one bounded case from first clarification to a working prototype on real data in two weeks.
[27 AUGUST 2026]
Preparing an AI workshop so it delivers
An AI workshop does not become good in the room, it becomes good before it.
[27 AUGUST 2026]
From prototype to production: what is still missing
A prototype proves that a case works on real data.
[27 AUGUST 2026]
Vibe coding: where it helps and where it breaks
Vibe coding helps where speed matters more than reliability: exploration, prototypes, throwaway internal tools.

Quality Standard

Every detail page contains an extractable short answer, structured headings, tables, natural questions and responses, visible evidence logic and a clear next step.

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