Modern spend analysis systems are capable of incorporating a huge variety of types and sources of data - everything from supplier data to contracts, purchasing transactional data, financial data, risk data, and much more. However, the power of these systems is often limited by the availability, completeness, and quality of spend-related data from source systems.