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

The essential feature of Quantum AI is its enormous potential. 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 allows for a massive increase in processing power, enabling Quantum AI to resolve intricate tasks at unprecedented speeds.

Quantum AI is like a tremendous 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 breakthroughs 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 cybersecurity. Quantum AI has the potential to revolutionize this area too. Ultra-secure quantum-based encryption solutions will render today's digital threats obsolete.

However, with such potential, there exist challenges on the road to mainstream Quantum AI application. Being in its early stages, 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 here have accepted the Quantum AI challenge, working hard to bring out potential applications.

In conclusion, Quantum Artificial Intelligence is a field that holds the hopefully a great future 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 revolutionary wave.

From healthcare to finance, from data security to complex problem-solving, Quantum AI holds the potential to revolutionize the way we live, work and think. Though still in its infancy, Quantum AI represents the top edge 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.