And now let's get to know a little bit about, Philippe, if you don't mind, why is language intelligence more important than ever today?

I think everybody is aware by now that artificial intelligence is transforming how organizations create content, access information, share knowledge, and make decisions.

Yet powerful AI models alone do not guarantee reliable results.

They need high-quality language data, structured knowledge, multilingual capabilities, domain expertise, and effective mechanisms for evaluation and governance.

Language intelligence is what brings all these elements together, and therefore language intelligence enables organizations to understand, manage, and use language as a strategic asset, connecting AI technology with the linguistic, cultural, and business context required to generate real value.

This is becoming particularly important as AI moves beyond assisting individuals towards automating workflows, and enabling autonomous agentic systems.

In such complex environments, terminology, cultural understanding, data quality, and traceability are not simply matters of language quality.

And so what topics in those workshops will you be covering? And how, you know, is the workshop is intended for a particular purpose? And what are they? Right.