the AI Hub

In the world of enterprise AI, change is afoot. Organizations have long deployed artificial intelligence in the form of specialized, isolated models – a recommendation system here, a fraud detection engine there – each doing its own narrow job.
But a new paradigm is emerging. AI agents and agentic workflows are transforming these once-disconnected solutions into modular, orchestrated, goal-driven systems. This post explores how enterprise AI architectures are evolving from siloed models toward flexible AI agent frameworks, and what this means for forward-looking tech leaders.