Use cases

Four examples of how AI has been brought into everyday team work. Every implementation is tailored.

AI training for team leads

Before: managers used AI occasionally and inconsistently. We ran a workshop on their own tasks and agreed shared rules. Result: one shared way of working and clearly less repetitive writing.

A Claude tool for finance

Before: invoice rows were moved between systems by hand. We built a tool that reads the rows and prepares them for review. Result: less manual work and fewer errors.

Chatbot interviews in volume recruitment

Before: hundreds of applications and too little time for screening. We built a chatbot that runs a structured pre-interview. Result: recruiters spent their time on the strongest candidates.

Multilingual customer service

Before: support needed several languages without an expensive translation add-on. AI was built into the service flow. Result: answers in several languages with the same team.

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