Keysight Technologies Launches Machine Learning Toolkit, Reducing Model Development Time to Hours
Written by Emily J. Thompson, Senior Investment Analyst
Updated: Jan 15 2026
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Source: Newsfilter
- Efficiency Boost in Modeling: Keysight's new Machine Learning Toolkit reduces model development and extraction time from weeks to hours, not only accelerating Process Design Kit (PDK) delivery but also significantly enhancing Design Technology Co-Optimization (DTCO) efficiency, thereby helping clients maintain a competitive edge in the rapidly evolving semiconductor market.
- Automation of Parameter Extraction: The toolkit reduces parameter extraction steps from over 200 to fewer than 10, enabling global optimization of over 80 parameters in a single run, which eliminates repetitive manual tuning and improves predictive accuracy across DC, RF, and large-signal domains.
- Workflow Integration: The new toolkit integrates seamlessly with Keysight's Device Modeling platform, supporting Python-based customization and robust automated modeling flows, ensuring repeatability and reusability across different technology nodes, thus further enhancing operational efficiency.
- Accelerated Market Response: By speeding up feedback loops between device and circuit design, Keysight's solution reduces PDK development cycles from weeks to days, enabling semiconductor companies to respond more quickly to market demands, reduce development risks, and accelerate innovation.
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Analyst Views on KEYS
Wall Street analysts forecast KEYS stock price to rise over the next 12 months. According to Wall Street analysts, the average 1-year price target for KEYS is 222.30 USD with a low forecast of 205.00 USD and a high forecast of 232.00 USD. However, analyst price targets are subjective and often lag stock prices, so investors should focus on the objective reasons behind analyst rating changes, which better reflect the company's fundamentals.
10 Analyst Rating
8 Buy
2 Hold
0 Sell
Strong Buy
Current: 221.500
Low
205.00
Averages
222.30
High
232.00
Current: 221.500
Low
205.00
Averages
222.30
High
232.00
About KEYS
Keysight Technologies, Inc. specializes in the computing, communications and electronics market. Its portfolio of hardware, software, and services enables its customers’ engineering workflows as they design, manufacture, deploy, and optimize their products and solutions. Its segments include Communications Solutions Group (CSG) and Electronic Industrial Solutions Group (EISG). CSG solutions consist of electronic design and test software, instrumentation, systems, and related services, serving customers across the global commercial communications and aerospace, defense, and government end markets. EISG solutions consist of electronic design, test and simulation software, optical design and photonics simulation tools, instrumentation, systems, and related services, serving customers across a diverse set of end markets focused on automotive and energy, semiconductor solutions, and general electronics. Its product categories include oscilloscopes, and digital multimeters, among others.
About the author
Emily J. Thompson
Emily J. Thompson, a Chartered Financial Analyst (CFA) with 12 years in investment research, graduated with honors from the Wharton School. Specializing in industrial and technology stocks, she provides in-depth analysis for Intellectia’s earnings and market brief reports.
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