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Mach42� Unveils Breakthrough AI Solution for Analog Circuit Analysis

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Mach42 has unveiled its breakthrough AI-powered Discovery Platform, integrated with Cadence's (NASDAQ:CDNS) Spectre Simulation Platform for analog circuit analysis. The solution combines proprietary AI algorithms, high-performance simulation engines, and cloud infrastructure to accelerate design space exploration and IP reuse validation.

The platform automatically processes design netlists and specifications, rapidly detecting out-of-spec violations while providing accurate package and PCB parasitics modeling. Through machine learning-based emulation technology, it enables designers to validate circuit performance across various operating conditions, including voltage, temperature, and process corners.

Mach42 ha presentato la sua innovativa Discovery Platform basata sull'intelligenza artificiale, integrata con la piattaforma di simulazione Spectre di Cadence (NASDAQ:CDNS) per l'analisi di circuiti analogici. La soluzione combina algoritmi proprietari di AI, motori di simulazione ad alte prestazioni e infrastruttura cloud per accelerare l'esplorazione dello spazio di progetto e la validazione del riutilizzo di IP.

La piattaforma elabora automaticamente netlist di progetto e specifiche, rilevando rapidamente violazioni fuori specifica e fornendo una modellazione accurata dei parassiti di package e PCB. Grazie alla tecnologia di emulazione basata sull'apprendimento automatico, consente ai progettisti di validare le prestazioni del circuito in diverse condizioni operative, inclusi tensione, temperatura e variazioni di processo.

Mach42 ha lanzado su innovadora Discovery Platform impulsada por IA, integrada con la plataforma de simulación Spectre de Cadence (NASDAQ:CDNS) para el análisis de circuitos analógicos. La solución combina algoritmos propietarios de IA, motores de simulación de alto rendimiento e infraestructura en la nube para acelerar la exploración del espacio de diseño y la validación de la reutilización de IP.

La plataforma procesa automáticamente las listas de conexiones y especificaciones de diseño, detectando rápidamente violaciones fuera de especificación y proporcionando un modelado preciso de los parásitos de paquetes y PCB. A través de tecnología de emulación basada en aprendizaje automático, permite a los diseñadores validar el rendimiento del circuito en diversas condiciones operativas, incluyendo voltaje, temperatura y variaciones de proceso.

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플랫í¼ì€ 설계 넷리스트와 사양ì� ìžë™ìœ¼ë¡œ 처리하며, 규격 위반ì� ì‹ ì†í•˜ê²Œ ê°ì§€í•˜ê³  패키지 ë°� PCB ê¸°ìƒ íš¨ê³¼ë¥� 정확하게 모ë¸ë§í•©ë‹ˆë‹¤. ë¨¸ì‹ ëŸ¬ë‹ ê¸°ë°˜ ì—뮬레ì´ì…� 기술ì� 통해 ì „ì••, 온ë„, 공정 ë³€ë� ë“� 다양í•� ìž‘ë™ ì¡°ê±´ì—서 회로 성능ì� ê²€ì¦í•  ìˆ� 있ë„ë¡� ì§€ì›í•©ë‹ˆë‹¤.

Mach42 a dévoilé sa plateforme Discovery révolutionnaire propulsée par l'IA, intégrée à la plateforme de simulation Spectre de Cadence (NASDAQ:CDNS) pour l'analyse des circuits analogiques. Cette solution combine des algorithmes d'IA propriétaires, des moteurs de simulation haute performance et une infrastructure cloud pour accélérer l'exploration de l'espace de conception et la validation de la réutilisation des IP.

La plateforme traite automatiquement les netlists de conception et les spécifications, détectant rapidement les violations hors spécifications tout en fournissant une modélisation précise des parasites des boîtiers et des PCB. Grâce à une technologie d'émulation basée sur l'apprentissage automatique, elle permet aux concepteurs de valider les performances des circuits dans diverses conditions de fonctionnement, y compris la tension, la température et les variations de procédé.

Mach42 hat seine bahnbrechende KI-gestützte Discovery Platform vorgestellt, die in die Spectre-Simulationsplattform von Cadence (NASDAQ:CDNS) für die Analyse analoger Schaltungen integriert ist. Die Lösung kombiniert proprietäre KI-Algorithmen, leistungsstarke Simulationsmotoren und Cloud-Infrastruktur, um die Erkundung des Designraums und die Validierung der IP-Wiederverwendung zu beschleunigen.

Die Plattform verarbeitet automatisch Design-Netzlisten und Spezifikationen, erkennt schnell Verstöße gegen Spezifikationen und bietet eine präzise Modellierung von Package- und PCB-Parasiteneffekten. Durch maschinelles Lernen basierende Emulationstechnologie ermöglicht sie Designern, die Schaltungsleistung unter verschiedenen Betriebsbedingungen wie Spannung, Temperatur und Prozessvariationen zu validieren.

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Insights

Cadence expands ecosystem with Mach42's AI-powered analog verification solution, strengthening IP reuse capabilities and simulation offerings.

Cadence's partnership with Mach42 through its Connections Program represents a strategic enhancement to its industry-leading Spectre Simulation Platform. By integrating Mach42's AI algorithms with Cadence's simulation technology, the collaboration addresses a critical pain point in the semiconductor industry: efficient IP reuse for analog circuits.

The significance of this partnership lies in how it tackles verification bottlenecks. Analog verification traditionally requires extensive SPICE simulations across numerous corners to validate performance - a time-consuming process that often limits IP reuse potential. Mach42's platform employs machine learning-based emulation to rapidly identify potential specification violations, then confirms them using Cadence's Spectre simulator, creating a verification workflow that's both faster and more thorough.

For Cadence, this partnership extends the value proposition of its simulation platform without requiring internal development of competing AI technologies. Rather than viewing AI startups as threats, Cadence is strategically incorporating them into its ecosystem through the Connections Program, allowing it to maintain its simulation technology leadership while benefiting from AI innovation.

The integration particularly enhances Cadence's position in addressing semiconductor industry trends toward more aggressive design reuse to manage escalating chip development costs. By enabling more efficient validation of IP blocks across broader operating parameters, Cadence strengthens its offering in design productivity tools - a key growth driver in EDA alongside AI-assisted design flows.

Advancing IP Reuse with an AI-powered Companion to SPICE Simulation

Key Highlights

  • The Mach42 platform enables rapid validation of design performance across varying spec conditions, supporting efficient IP reuse.
  • Utilizes Cadence's Spectre Simulation Platform (Nasdaq; CDNS), the benchmark for accuracy in SPICE simulation.
  • Delivering greater design assurance with fewer re-spins and faster time to market.

SANTA CLARA, Calif., and OXFORD, England, Aug. 4, 2025 /PRNewswire/ -- Mach42 is redefining analog verification by combining proprietary AI algorithms, high-performance simulation engines, and scalable cloud infrastructure. Its Discovery Platform accelerates design space exploration, identifying out-of-spec violations with accurate package and PCB parasitics modeling.

The platform automatically processes the design netlist and user-defined specifications, rapidly detects out-of-spec violations, and accurately validates violations using the Cadence® Spectre® Simulation Platform before reporting. Mach42's machine learning–based emulation technology empowers designers to confidently detect out-of-spec violations with speed and precision. The solution advances IP reuse by enabling rapid performance characterization of a given IP across a broad spectrum of specification configurations, extending well beyond its original design targets.

"Mach42's AI-powered solution is accelerating the path to reliable, scalable, and efficient IC design verification." said Bijan Kiani, CEO of Mach42. "Recent enhancements to the Discovery Platform specifically target IP reuse challenges by enabling robust performance validation across a wide range of operating conditions, including voltage, temperature, and process corners. These recent innovations are redefining the potential ofÌýIP reuse by enabling designers to confidently validate circuit correctness across diverse operating conditions."

"We're pleased to have Mach42 as a new member of our Connections Program," saidÌýAparna Dey, Sr. Product Marketing Group Director, Ecosystem and Standards, of Cadence. "Through the Connections Program, Cadence is committed to providing complementary solutions to our customers to help tackle critical challenges in performance, accuracy, and interoperability."

About Mach42
Mach42 is delivering the next step-change in verification acceleration, leveraging state-of-the-art machine learning and Artificial Intelligence technology to simplify, automate, and accelerate verification tasks. We leverage proprietary neural network technology to accelerate expensive calculations, and we do it with minimal data and high accuracy, providing many orders of magnitude speedup in verification acceleration. Our platform is already delivering a substantial competitive advantage to our early customers.

Editorial Contact:

Mach42
Martha Leigh
[email protected]

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FAQ

What is Mach42's new AI solution for analog circuit analysis?

Mach42's Discovery Platform is an AI-powered solution that combines proprietary algorithms, simulation engines, and cloud infrastructure to accelerate design space exploration and validate IP reuse across various operating conditions.

How does Mach42's platform integrate with Cadence (NASDAQ:CDNS)?

The platform utilizes Cadence's Spectre Simulation Platform to validate out-of-spec violations, leveraging Cadence's industry-benchmark accuracy in SPICE simulation through their Connections Program.

What are the key benefits of Mach42's Discovery Platform?

The platform enables rapid validation of design performance across varying specifications, supports efficient IP reuse, reduces re-spins, accelerates time to market, and provides accurate package and PCB parasitics modeling.

How does Mach42's AI solution improve IP reuse?

The solution enables rapid performance characterization of IPs across a broad spectrum of specification configurations, including voltage, temperature, and process corners, extending beyond original design targets.

What types of violations can Mach42's platform detect?

The platform automatically detects out-of-spec violations in design netlists and validates them using accurate package and PCB parasitics modeling, ensuring comprehensive circuit verification.
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