This document summarizes a data science consulting firm's business analysis of clients and employees. It found that demand for data science roles is growing rapidly in the Philippines but there is a short supply of qualified people. It used clustering analysis to identify ideal client types as those that are analytics-ready, have high maturity, and are returning clients. For employees, it identified versatile consultants from top universities with long tenure across analytics and business intelligence projects as ideal. The firm can focus on retaining ideal clients and employees to address the problems of high client demand but limited skilled people.