Adjuvanto is an AI-native sanctions screening and resolution platform for trade compliance teams. We clean up messy partner data, screen it with advanced matching logic, and hand analysts decision-ready cases. Munich-based, built with 70 trade compliance practitioners. Sanctions screening tools were built to match names against lists. That part is solved. What still costs time is everything around it: cleaning inconsistent business partner data before it can be screened properly, closing obvious false positives, and then leaving the tool to research in a browser, write up the findings, and clear every match by hand. Adjuvanto handles all three steps. Data normalisation: business partner records arrive messy, with inconsistent spellings, transliterations, missing fields and duplicates across systems. We standardise them before screening, so matches are based on clean data, not data errors. Advanced matching logic: multi-signal screening against sanctions lists, with auto-clear rules for obvious non-matches and detection of circumvention patterns that name matching misses. Structured resolution: every remaining alert is investigated automatically using open sources. No more browser work. Relevant context is assembled, your policy is applied consistently, and the reasoning is documented at decision time. The analyst reviews a decision-ready case instead of building one. The result: an audit-ready record for every decision, the same standard for every trade compliance analyst, and expert time spent only on the cases that are truly unclear.