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Tackling the Challenges of Automotive Software Development

Automotive software development is facing growing challenges—dynamic requirements, tight deadlines, and cost constraints often hinder innovation. To address these pain points, KOTEI pioneered the "Software DreamWorks (SDW)" concept, a next-generation intelligent software development platform.

Since June 2024, SDW 1.0 has been adapted and validated with DeepSeek V2. By December, SDW 2.0 was launched with DeepSeek V3, enabling real-world applications across multiple stages of automotive software development. Now, as of January 2025, SDW 2.0 has seamlessly integrated with the latest DeepSeek R1, unlocking full-process AI-driven upgrades—from requirements analysis and development to testing and project management. This marks another step towards achieving fully intelligent, end-to-end software development.

DeepSeek R1: The Key to Smarter Development

· Unmatched Intelligence, Instant Response

DeepSeek R1, powered by reinforcement learning and a mixture of experts (MoE) model, functions like a super brain—excelling in reasoning and semantic analysis. It swiftly understands complex technical requirements and generates high-quality solutions, accelerating response times and removing bottlenecks in early-stage development.

· Efficiency Meets Cost-Effectiveness

Despite its high performance, DeepSeek R1 remains highly cost-efficient. Companies can leverage its capabilities to maintain high development efficiency while reducing overall costs, ensuring every resource is maximized.

· Fortified Security, Total Data Control

With an MIT open-source license, DeepSeek R1 supports on-premise deployment, keeping all data securely within company infrastructure. This ensures top-tier data security and privacy protection, aligning perfectly with the stringent safety requirements of automotive software.

SDW 2.0 + DeepSeek R1: Revolutionizing Automotive Software Development

· REQ Robot – Smart Requirement Management

Leveraging DeepSeek R1’s advanced semantic analysis, REQ Robot automates requirement parsing, transforming scattered information into structured outputs while monitoring real-time changes—ensuring precision from the start.

· DEV Robot – Accelerated Software Development

With DeepSeek R1’s code generation and reasoning capabilities, DEV Robot automates coding, error detection, UT testing, TDD-driven development, and AUTOSAR configurations, making the process from requirements to code seamless and efficient.

· TEST Robot – Automated Testing & Quality Assurance

TEST Robot generates high-coverage test cases and pinpoints defects through logical reasoning, ensuring that every line of code undergoes rigorous verification before release.

· PM Robot – AI-Powered Project Management

By integrating data analytics and predictive modeling, PM Robot auto-generates WBS structures, schedules tasks, monitors progress in real time, and proactively flags risks, enabling seamless project execution.

· SDW Platform – The Intelligent Development Ecosystem

- SDW Studio: A professional AI-powered development platform that leverages DeepSeek R1’s task planning and reasoning capabilities to rapidly construct complex workflows and AI agents for natural language interaction.

- SDW Chat: An AI-driven technical assistant that provides real-time answers to challenges in automotive software development.

Revolutionizing Software Development with AI-Driven Innovation

· Seamless Collaboration Across Workflows

The deep integration of SDW 2.0 and DeepSeek R1 eliminates data silos across the software lifecycle—bridging requirements, development, testing, and management for enhanced coordination.

· Data-Driven Decision-Making

With DeepSeek R1’s advanced data processing and predictive analytics, SDW 2.0 provides critical insights for risk assessment and decision-making.

· Scalable & Future-Ready

SDW 2.0 is designed for continuous evolution—adapting to emerging AI technologies and maintaining a leading edge in automotive software development.

Driving the Future of AI-Powered Automotive Software Development

The integration of SDW 2.0 and DeepSeek R1 is revolutionizing how automotive software is designed, developed, and deployed. KOTEI remains committed to exploring cutting-edge AI technologies, refining intelligent software development tools, and expanding smart application scenarios.

Together, let’s build a new AI-powered automotive software ecosystem—one that is smarter, more efficient, and cost-effective. Join us in shaping the future of AI-driven automotive software development!