GraphBase aims to solve the issue of slow response times and high costs associated with connecting to multiple data sources and APIs spread across different regions. By providing a GraphQL API at the edge around the world, GraphBase ensures fast response times, typically under 50 milliseconds, without requiring users to pay extra for regional flexibility.