2026 Outlook with Paul Neil of Mach42

Paul Neil, COO of Mach42, discusses the company's focus on accelerating analog and mixed-signal verification using advanced machine learning and AI. In 2025, Mach42 unveiled an AI-powered solution for analog circuit analysis and was named a finalist in several prestigious awards. The company's main challenge was balancing product innovation with customer deliverables, which they addressed by embedding analog intelligence into their neural network technology. Looking ahead to 2026, Mach42 sees significant growth in AI-driven verification and simulation in semiconductor design and aims to leverage machine-learning-driven emulation to predict design outcomes and streamline IP reuse. Customers engage with Mach42 through focused engagements followed by annual subscriptions for full platform access and support.