Polyvore, a social commerce company, has successfully maintained its company culture while scaling up rapidly, according to Scott Bonneau, the company's VP of Engineering. He attributes this success to the use of agile technologies and small teams of adaptable engineers who can move quickly and make informed decisions about investment in robustness versus cost savings. This approach enables the team to achieve a high level of cohesion and collaboration, allowing them to respond effectively to the fast-paced nature of their industry. As a result, Polyvore is able to leverage Neo4j for graph-based data management at GraphConnect 2014 San Francisco on October 22.