AI is no longer a “future investment” line item that sits politely in a strategy deck. It has moved into daily operations—quietly, almost invisibly—where it either saves time and reduces errors… or becomes another tool nobody trusts.
What most businesses discover after the first few pilots is a slightly uncomfortable truth: AI doesn’t...
2026 has a different energy from the last few years.
In 2023–2025, the question was: “Can we do something impressive with AI?”In 2026, the question has become: “Can we do it reliably, securely, and at a cost that doesn’t explode once real users arrive?”
That shift matters. Because when AI moves from experiments to operations, the “cool demo” stops...
Introduction
Agentic AI systems—autonomous AI agents capable of independent decision-making—are rapidly transforming businesses and industries. From AI workflow automation to intelligent customer support, agentic AI can observe, plan, and act without constant human input. Yet, many AI agents operate in isolation. Without AI interoperability, these systems cannot communicate or share...
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