
The prolonged era of cautious experimentation with artificial intelligence is officially drawing to a close, giving way to a new and urgent mandate for full-scale operationalization. For years, the technology industry has focused on incremental modernization and the slow expansion of cloud platforms, but the current landscape demands a fundamental shift toward embedded autonomy and real-time contextual intelligence. The primary










