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XpertDirect is where companies hire technical specialists directly. No agency in the middle, no recruiter deciding what anyone is worth. An operator describes the work. Xpert AI structures it into a brief. XpertDirect's own algorithm scores every applicant against that brief, and a LinkedIn job publication opens the same brief to the specialist market. What comes back is not a longlist. It is the specialists who read that brief and confirmed they are interested and available — interest-validated, not resembling it on paper. From there the operator talks to the specialist. Directly, in the platform, with no account manager passing messages along. A flat 5% platform fee, charged on top of the specialist's rate. The specialist sets the rate, is paid directly, and keeps all of it. Three families, deliberately: Data, ML & AI Engineering; Platform & Infrastructure; Security Engineering. Depth in a narrow domain is worth more to an operator than coverage everywhere. Specialists set their own rate and keep it whole. Registration is free, appearing against a brief is free, and there is no subscription. Nobody is presented to a brief they have not seen, and nobody is quoted at a rate they did not set. Specialist data is held in the EU. Direct. Transparent. Evidenced. Every figure we publish carries a date, a sample and a method — and where the evidence does not exist yet, we describe the system instead of implying a result. Built for operators who need answers, not decks.