Siemens accelerates integrated circuit design and verification with agentic AI in Questa One
- Accelerates design and verification with domain-scoped agentic, AI-driven workflows and configurable human expertise for faster, trusted register-transfer level (RTL) sign-off
- Flexible integration preserves current investments with optimized performance and comprehensive verification in an open ecosystem
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Designed to work seamlessly with the Fuse
EDA AI system, Siemens' agentic and generative framework for electronic design automation (EDA) - Delivers Agentic AI autonomous workflows that operate within the verification domain under customer-defined governance boundaries with autonomous goal decomposition, adaptive cross-run strategies and persistent expertise building
The verification productivity gap continues to widen as design complexity explodes with 3D ICs, chiplet-based architectures and software-defined systems. The Questa One Agentic Toolkit transforms verification and design from isolated tool interactions into intelligent, domain-scoped multi-step, framework-agnostic workflows powered by agentic AI - autonomous systems operating within the verification domain under customer-defined governance boundaries that can reason, plan and execute complex tasks while maintaining configurable human oversight at critical decision points directly within engineers' existing environments.
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Working with Fuse
The Questa One Agentic Toolkit works seamlessly with the Fuse™
It is Fuse-preferred, with enhanced capabilities when used within the Fuse environment. Recognizing that customer choice is paramount, the framework-agnostic architecture protects existing investments and integrates with other agentic platforms without compromise. Whether teams use existing or emerging frameworks,
The Siemens advantage: Engines, integration and openness
These intelligent agentic workflows represent a fundamentally different approach than what's emerging from startups and point-solution providers. Siemens uniquely combines verification engine expertise with deep AI integration and customer choice through three differentiating pillars:
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Engine-native intelligence: Siemens creates both the industry-leading
Questa One tools and the model context protocols (MCPs) that expose them to agentic frameworks. These workflows, built leveraging NVIDIA Llama Nemotron and NVIDIA NIM, understand verification state in real time and maintain comprehensive awareness and contextual intelligence relationships between designs, testbenches, test plans and specifications. This provides customers with autonomous goal decomposition, adaptive cross-run strategies and persistent expertise building. -
Coding application and platform agnostic: The solution works with main-stream AI coding applications - including GitHub Copilot,
Claude Code , Cursor, Cline and Siemens' own Fuse - and can be used in CLI mode or IDEs (e.g. VS-Code). While optimized as Fuse-preferred for customers who want a fully integrated experience based on Siemens' toolset, these workflows remain completely agnostic, adapting to customer workflows rather than forcing adaptation. -
Scalable, connected, data-driven foundation: By leveraging the connected verification ecosystem that dynamically orchestrates between tools, including
Questa One , Tessent™ software for DFT and the Veloce™ CS hardware-assisted verification and validation system, these agentic workflows bring AI-powered capabilities across the entire design and verification landscape.
Intelligent workflows across design and verification
The Questa One Agentic Toolkit launches with the following intelligent agents that demonstrate the potential of agentic AI:
- The RTL Code Agent generates synthesizable RTL code from natural language descriptions while simultaneously checking for coding violations and suggesting fixes aligned with industry standards, presenting engineers with clean, high-quality RTL for review.
- The Lint Agent optimally configures lint analysis, reading existing RTL code to check for design errors and coding style violations. Designers then review results and are offered automated AI-powered design fixes or waivers to help to ensure the highest-quality RTL.
- The CDC Agent optimally configures, then runs clock domain crossing verification on a design. Configuration fine-tuning suggestions are made based on results. This empowers designers to achieve the cleanest asynchronous designs after reviewing the results and enabling automated AI-powered design fixes or waivers.
- The Verification Planning Agent analyzes design specifications and automatically generates comprehensive verification plans. Engineers review and approve each step while the AI handles structuring sections, creating detailed feature descriptions and defining scenarios and checking strategies.
- The DebugAgent accelerates root cause analysis by intelligently correlating waveforms, assertions, coverage data and log files. It identifies suspicious signal transitions, suggests potential failure mechanisms and generates targeted debug scenarios for engineer reviews.
These agents leverage the toolkit's MCPs to work directly with Questa One Verification IQ, Questa One SFV,
Partner and customer
experiences with Questa One Agentic AI
Early adopters are already seeing significant productivity improvements:
"The increasing complexity of modern chip design and verification requires a new generation of intelligent, agentic workflows that can reason through intricate tasks while maintaining the highest levels of precision," said
"The productivity gains delivered by the Questa One Agentic Toolkit were both immediate and significant," said
"Combining AI and verification,
Availability
The Questa One Agentic Toolkit is available now through an early access program. To learn more, visit https://www.siemens.com/questa-one-agentic
In fiscal 2024, which ended on
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