Despite its advantages, open innovation faces several challenges. Intellectual property concerns can hinder data sharing, as organizations may fear the loss of competitive advantage. Additionally, standardizing data formats and ensuring data quality can be difficult when multiple parties are involved. There is also the challenge of aligning the goals of diverse stakeholders, each with their own priorities and expectations.
