In the rapidly evolving world of IT, there's a new star on the horizon, and its name is Quantum AI or AI quantum computing. This cutting-edge technology combines the principles of quantum computing with AI. Quantum AI has the potential to change radically everything from data processing to machine learning and could create a path to unimaginable technological advancements.

The crucial feature of Quantum AI is its exponential power. Traditional systems operate in binary, using bits that can exist in one of two states: 0 or 1. Quantum computers, on the other hand, use quantum bits (qubits), that can be both 0 and 1 simultaneously, thanks to the quantum physics principle of superposition. This enables a massive increase in processing power, enabling Quantum AI to crack complicated equations at unprecedented speeds.

Quantum AI is like a gigantic ocean of possibilities, destined to fuel growth in various industries. In the heap of healthcare data, quantum algorithms can identify patterns that human analysts or traditional computers might miss, leading to discoveries in diagnosis and treatment. Financial institutions can use Quantum AI for complex data analysis and forecasting, enhancing market strategies and investment performances.

Let's not forget about online safety and security. Quantum AI has the potential to revolutionize this area too. Highly secure, quantum-resistant encryption methods will render today's digital threats obsolete.

However, with such potential, there exist challenges on the road to mainstream Quantum AI application. As a nascent tech, and practical, scalable quantum computers are still a work in progress. Embedding Quantum AI in industries would require substantial monetary investment, suitable infrastructure, and trained professionals who can work around the intricacies of this complex field.

Despite these challenges, the potential payoff from Quantum AI is immense. Several prominent tech companies, including Google and IBM, are pouring resources into Quantum AI development. There are also hundreds of startups worldwide that have accepted the Quantum AI challenge, working hard to unleash potential applications.

In a nutshell, Quantum AI is a field that holds the much potential for the future of technology. While its full potential is yet to be uncovered, the glimpses we've seen to date suggest an upcoming tech revolution that could alter our world in ways we're only beginning to imagine. Let's brace ourselves to ride this dynamic wave.

From healthcare to finance, from data security to complex problem-solving, Quantum AI is poised to revolutionize the way we live, work and think. Though website still in its infancy, Quantum AI represents the leading frontier of technology, and its full potential is just waiting to be tapped into. So, let’s gear up and embrace this new future possibility, because if done right, Quantum AI could revolutionize our world in unimaginable ways.