MarkLines launches Gen-AI beta to deliver data-driven insights for the automotive industry
MarkLines Co., Ltd. has launched the MarkLines Gen-AI Beta Version, a new AI-powered feature designed for B2B users across the global automotive industry.
www.marklines.com

Headquartered in Minato-ku, Tokyo, MarkLines has announced the availability of its generative AI beta service, which allows automotive professionals to ask questions in natural language and receive instant, highly reliable answers based on MarkLines’ extensive proprietary database. The feature is available at no additional cost to corporate members of the MarkLines information platform.
Combining trusted data with AI-driven analysis
Unlike general-purpose generative AI tools that rely on publicly available web content, MarkLines Gen-AI draws exclusively from the company’s curated automotive datasets. The system delivers results in two integrated components:
- Data Section – presents the most relevant proprietary data directly extracted from the MarkLines platform
- Analysis Section – provides concise, text-based insights generated through cross-referencing data with the latest news and technical reports
By combining large language model (LLM) technology with retrieval-augmented generation (RAG), the system ensures that responses are both context-aware and grounded in verified industry information.
One-stop cross-searching across automotive domains
MarkLines Gen-AI enables cross-searching across a wide spectrum of automotive content, including:
- Market trends such as sales volumes and model line-up changes
- Technology developments including ADAS, electrification, and powertrains
- OEM–supplier relationships and supply chain structures
- Industry news, reports, and technical analyses
This allows users to obtain comprehensive, purpose-fit answers through a single interface, without navigating multiple content menus or performing complex searches.
Multilingual support for global users
The beta version supports queries and responses in more than 60 languages, including English, Japanese, and Chinese. Answers are automatically generated in the same language used for the query, supporting MarkLines’ globally distributed user base.
Development background and response structure
MarkLines developed the Gen-AI feature in response to the rapid adoption of generative AI and the growing demand for accurate, industry-specific insights. RAG technology enables precise extraction of relevant data from MarkLines’ proprietary sources, while the LLM performs cross-sectional analysis and summarization to deliver practical, well-contextualized answers.
For example, when asked about future EV market growth regions, the system retrieves relevant internal datasets and synthesizes recent news and reports into a clear, concise overview—insights that are not accessible to generic AI tools.
Roadmap and future enhancements
The Gen-AI feature is being released initially as a beta version. MarkLines plans to continuously refine the service based on user feedback and progress toward an official release. Future development will focus on improving answer accuracy, expanding analytical depth, and delivering more specialized, high-value insights tailored to automotive professionals.
Through MarkLines Gen-AI, the company aims to make advanced automotive intelligence accessible via natural language, enabling users to extract meaningful insights without requiring specialized knowledge or complex search operations.
www.marklines.com

