Keysight, Synopsys Deliver an AI-Powered RF Design Migration Flow
June 6, 2025 | BUSINESS WIREEstimated reading time: 2 minutes
Keysight Technologies, Inc. and Synopsys, Inc. introduced an AI-powered RF design migration flow to expedite migration from TSMC’s N6RF+ process to N4P technology, to address the performance requirements of today’s most demanding wireless integrated circuit applications. Building on TSMC’s Analog Design Migration (ADM) methodology, the new RF design migration workflow integrates RF solutions from Keysight and the AI-powered RF migration solution from Synopsys to streamline the redesign of passive devices and design components to TSMC’s more advanced RF process rules.
RF circuit designers can now use AI technologies for RF design migration with TSMC’s ADM methodology. Beyond the productivity gains offered by ADM, the Keysight and Synopsys migration workflow leverages the performance gain of the N4P process for the LNA design migrated from N6RF+. Key components of the design migration flow include the Synopsys Custom Compiler™ layout environment with Synopsys ASO.ai™ for rapid analog and RF design migration, Synopsys PrimeSim™ circuit simulator, and Keysight RFPro for device parameterization, automated value fitting, and electromagnetic (EM) simulation.
AI enables and aids RF circuit designers in a novel way to rapidly achieve the migration process and redesign to the N4P process, resulting in faster time-to-market. Synopsys Custom Compiler, along with ASO.ai, an AI-driven analog design migration solution, identifies optimal design parameters to meet performance metrics. Keysight RFPro enables parameterization of passive devices, including inductors, and automatically re-creates simulation models with layouts tuned to the new process rules.
Sanjay Bali, Senior Vice President of Strategy and Product Management at Synopsys, said: “Analog design migration is a challenging and time-intensive process requiring significant trial and error. Our deep collaboration with Keysight Technologies and TSMC enables design teams to boost their productivity with an AI-powered RF design migration flow to accelerate the redesign process and deliver RF designs more efficiently, while achieving the best PPA (Power, Performance, and Area) on TSMC’s advanced nodes.”
Niels Faché, Senior Vice President of Keysight’s Design Engineering Software, said: “Meeting PPA requirements while adhering to new process design rules is one of the biggest challenges facing complex RF chip designs. RF circuit designers want to leverage and reuse their libraries of N6RF+ devices and component intellectual property to improve ROI. The deployment of Synopsys ASO.ai for efficient analog design migration and Keysight RFPro for passive device modeling within TSMC’s ADM methodology facilitates accelerated redesign in the advanced TSMC N4P technology for existing components originally built in N6RF+. No time-consuming data handoffs or domain specialization are required, which increases overall engineering productivity for RF circuit designers.”
Lipen Yuan, Senior Director of Advanced Technology Business Development at TSMC said: “We offer a powerful combination of advanced logic and mixed signal/radio frequency (MS/RF) technologies, enabling our customers to design differentiated wireless connectivity products. Through collaboration with our Open Innovation Platform® (OIP) design ecosystem partners such as Keysight and Synopsys, we’re delighted to deliver a highly efficient RF design migration flow. This enables our customers to quickly transition their designs to more advanced processes, maximizing performance and power efficiency benefits while accelerating time-to-market.”
Suggested Items
DownStream Acquisition Fits Siemens’ ‘Left-Shift’ Model
06/26/2025 | Andy Shaughnessy, I-Connect007I recently spoke to DownStream Technologies founder Joe Clark about the company’s acquisition by Siemens. We were later joined by A.J. Incorvaia, Siemens’ senior VP of electronic board systems. Joe discussed how he, Rick Almeida, and Ken Tepper launched the company in the months after 9/11 and how the acquisition came about. A.J. provides some background on the acquisition and explains why the companies’ tools are complementary.
Elementary Mr. Watson: Retro Routers vs. Modern Boards—The Silent Struggle on Your Screen
06/26/2025 | John Watson -- Column: Elementary, Mr. WatsonThere's a story about a young woman preparing a holiday ham. Before putting it in the pan, she cuts off the ends. When asked why, she shrugs and says, "That's how my mom always did it." She asks her mother, who gives the same answer. Eventually, the question reaches Grandma, who laughs and says, "Oh, I only cut the ends off because my pan was too small." This story is a powerful analogy for how many PCB designers approach routing today.
Siemens Turbocharges Semiconductor and PCB Design Portfolio with Generative and Agentic AI
06/24/2025 | SiemensAt the 2025 Design Automation Conference, Siemens Digital Industries Software today unveiled its AI-enhanced toolset for the EDA design flow.
Cadence AI Autorouter May Transform the Landscape
06/19/2025 | Andy Shaughnessy, Design007 MagazinePatrick Davis, product management director with Cadence Design Systems, discusses advancements in autorouting technology, including AI. He emphasizes a holistic approach that enhances placement and power distribution before routing. He points out that younger engineers seem more likely to embrace autorouting, while the veteran designers are still wary of giving up too much control. Will AI help autorouters finally gain industry-wide acceptance?
Beyond Design: The Metamorphosis of the PCB Router
06/18/2025 | Barry Olney -- Column: Beyond DesignThe traditional PCB design process is often time-consuming and labor-intensive. Routing a complex PCB layout can consume up to 30% of a designer’s time, and addressing this issue is not straightforward. We have all encountered this scenario: You spend hours setting the constraints and finally hit the Go button, only to be surprised by the lack of visual appeal and the obvious flaws in the result.