We assist clients in identifying, profiling and evaluating fit-for-purpose Real World Data (RWD) via checks for relevance, accuracy, plausibility of data ranges, completeness and benchmarking to reference databases for reliability. These activities are intended to help meet recommended guidelines from regulatory and health technology assessment bodies (e.g., FDA RWE Framework, EMA RWE initiatives, NICE RWE guidance).