Building the capabilities to work with unstructured visual data requires cross-functional collaboration across teams proficient in:
- Data Engineering to process large volumes of visual data.
- Machine Learning for classification.
- Data Science to make sense of the results.
- Software Engineering to serve the results.
Beyond the large talent and time resources needed, such a solution requires a high degree of coordination and hand-offs.