INSIGHT
From Demo to Deliverable Product
For a capability to become a reliable product, it needs to simultaneously address user value, engineering boundaries, and long-term operational issues.
First, understand the real usage moments
Before selecting models and components, it is crucial to clarify who the product serves, which decision to improve, and which failures have the greatest impact on trust.
Verify the complete system together
Hardware performance, intelligent behavior, content operations , privacy, and manufacturing constraints need to be verified in the same set of prototypes and tests.