Shutterfly implemented MongoDB to address problems with their existing metadata storage architecture using an Oracle database, including slow time to market, high costs, performance issues, and lack of scalability. They developed a new data architecture using MongoDB for its simple API, open source software, and ability to partition and distribute data. Initial results showed a 500% improvement in costs and a 900% improvement in performance and latency.