Glossary AI technique
Generative AI
What is generative AI?
Generative AI is AI that creates new content, such as text, images, code or summaries, based on patterns it has learned from large amounts of data.
Where classic software only does what you explicitly program, generative AI can produce something new by itself: write an email, summarise a document, create an image or generate code. The best-known form is the language model (LLM) behind tools like ChatGPT.
For businesses, generative AI is mainly useful when it draws on your own knowledge instead of a general memory. You do that with RAG: the model first retrieves the right passages from your own sources and bases its answer on them. That makes the output company-specific and verifiable, and keeps hallucinations in check.
Generative AI is not a goal in itself. The value appears once you embed it in a process that actually delivers something. How we approach that is covered under AI agents and AI automation.
Last updated: 22 June 2026