A mid-sized software-as-a-service company recently sat down to review its annual cloud and artificial intelligence infrastructure budget. Six weeks into the fiscal year, the finance…

For decades, software engineering was built on a simple, foundational premise: determinism. Developers wrote explicit code to handle explicit inputs and produce predictable, structured outputs.…

Executive summary   As enterprise organizations rush to integrate generative Artificial Intelligence (AI) into their core operations, a stark boundary has emerged between tasks that are…

Navigating creation, orchestration, and dynamic distribution for media publishers The landscape unveiled at Google I/O 2026 signals a fundamental shift in the media and entertainment…

The 81% stalling point: the maritime AI confidence gap   According to the  The Maritime Edge: Issue 1, May 2026 , while nearly every major shipping line is trialing AI,…