Latecomer firms in the Philippines can improve their capabilities by learning from global networks and market buyers, even in weak innovation systems. By combining formal learning, internal experiments, global networking, and internal innovation, these firms can upgrade their functions effectively. The study shows how different learning methods help firms develop the skills they need for growth.