To identify examples of reconciliation software solutions provided by highly appraised tech companies serving global financial institutions. The software should have the following features: Cloud-based/SaaS, superior user experience, saves time, production support/system stability, less dependency on IT support, intuitive data recognition and transformation, machine learning functionality, customizable exception and risk management workflow solution, and data analytics.