Probably less than a year before although be aware that "ai systems" in this context most likely also means so called "gpt wrappers" (RAG systems, integrations etc.).
Small data point: the software house I work for created a lot of those in 2024 because a lot of clients asked for it. However, clients quickly realized that it is not as quick and cheap as promised by AI companies and it requires a lot of work on their side to clean their data.
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Probably less than a year before although be aware that "ai systems" in this context most likely also means so called "gpt wrappers" (RAG systems, integrations etc.). Small data point: the software house I work for created a lot of those in 2024 because a lot of clients asked for it. However, clients quickly realized that it is not as quick and cheap as promised by AI companies and it requires a lot of work on their side to clean their data.