The document discusses the challenges of building and managing big data and cloud applications, including outages, disaster recovery, complexity of multi-tier applications, and lock-in to specific clouds. It introduces Cloudify as a solution that allows deploying and managing applications across multiple clouds while avoiding vendor lock-in through portability and automation of monitoring and scaling.