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Quantum Computing + AI: Unlocking the Next Frontier of Enterprise Innovation

Publisher IDC
Published Jun 27, 2025
Length 20 Pages
SKU # IDC20145629

Description

This IDC Perspective explores the key opportunities and hurdles in integrating AI with quantum computing, and vice versa, to inform stakeholders on navigating this complex, evolving landscape. The convergence of artificial intelligence (AI) and quantum computing represents one of the most transformative intersections in emerging technology. While both fields have matured independently, their integration holds the promise of unlocking new computational paradigms, enabling solutions to problems intractable to classical systems. However, significant technical, operational, and strategic challenges remain.“AI and quantum computing are not just converging, but they are accelerating each other’s evolution. AI is already playing a critical role in optimizing quantum systems, while quantum computing holds the potential to unlock new levels of performance, efficiency, and interoperability in AI,” notes Heather West, PhD, research manager, Performance-Intensive Computing, IDC. “Enterprises that recognize this symbiotic relationship and begin exploring hybrid strategies today will be better positioned to lead in the next era of intelligent computing.”

Table of Contents

20 Pages

Executive Snapshot

Situation Overview

AI for Quantum Computing

AI-Driven Quantum Computing Calibration

AI-Driven Quantum Error Mitigation and Correction

AI in Quantum Circuit and Algorithm Design

AI-Driven Quantum Compilation

AI-Optimized Quantum Hardware Design

AI-Augmented Simulation for Quantum Hardware Development

AI-Driven Strategies for Quantum Application Development

AI-Driven System Health Monitoring and Fault Prediction in Quantum Infrastructure

Quantum Computing for AI

Quantum Machine Learning

Quantum Optimization for AI Workflows

Quantum-Accelerated Data Processing

Generative Models and Quantum AI

Quantum-Aware Neural Network Training

AI Model Verification and Explainability via Quantum Methods

IDC’s Point of View

Advice for the Technology Buyer

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Related Research

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