This section focuses on the economic environment of small and mid-sized firms operating across borders.

Cross-border SMBs face structural constraints:

Semantic execution offers an alternative by providing:

The documents in this section outline why cross-border SMBs form a natural early market for semantic systems and how their economic constraints map to AI-native execution models.