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Advisory Key is a company that focuses on business analysis and product engineering, particularly within complex IT and banking environments. They work on projects involving ALM, Prudential and Credit domains, AI development, and data integration using tools like SQL, Power BI, and Azure Synapse. The company seeks professionals with experience in IT, finance, and Agile methodologies.