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AI Market and Krugle: A New Era in AI Solutions

BizTech Corporation, headquartered in Toshima, Tokyo, is excited to announce its partnership with Krugle Corporation, a leading technology firm based in Minato, Tokyo, that specializes in the use of generative AI for software code search and processing. This strategic alliance is aimed at enhancing AI Market's offerings by providing customers with a comprehensive concierge service that helps them select the most suitable AI companies and services.

What is Krugle?

Founded to revolutionize the way businesses manage and modernize their software assets, Krugle leverages private AI technology to streamline the software enhancement process from assessment to legacy system updates. A pivotal aspect of Krugle's mission is to provide clarity and security through a secure development environment that ensures user confidentiality without compromising productivity or quality.

One of Krugle's standout features is its capability to crawl through different repositories, including File System, Git, and SVN, to perform semantic searches across 66 programming languages. This is complemented by its proprietary large language model (LLM), which boasts 1.5 billion and 3.5 billion parameters specifically optimized for code, allowing for instant visualization of dependencies, secure execution of refactoring proposals, and vulnerability detection without sending confidential code to external cloud services. This integration facilitates a harmonious balance between governance and development speed, crucial for modern software development.

How Krugle Works

Krugle's operation begins with crawling existing code assets, parsing them, and indexing the data to enable cross-sectional semantic search capabilities. Developers can connect the generated context via the Krugle API to the company's dedicated LLM. This LLM presents dependencies and implementation examples, allowing developers to integrate these suggestions directly into their IDE through an extension. Furthermore, verified patterns can be bulk applied at the file level via a web UI, effectively preventing oversights during reviews and significantly enhancing the speed of both repairs and new developments.

Incorporating retrieval-augmented generation (RAG) techniques, Krugle does not limit its capabilities to existing code assets. It also harnesses internal documentation, business manuals, specifications, and even the latest knowledge on the internet as context for the LLM. This allows developers access to intelligent responses that consolidate multiple information sources, enabling rapid specification checks and design decisions. The integration of RAG is particularly beneficial in enterprises where domain knowledge and unique business rules are critical.

Moreover, the code-specific LLM of Krugle is designed to operate efficiently in on-premises environments, functioning on an 8-core CPU and 32GB memory setup (though GPU utilization is recommended). This lightweight design supports the simultaneous achievement of security and practicality in operations. The infrastructure of Krugle, primarily focused on syntax analysis and semantic searching, is also under patent application (Application No. 2024-065804), solidifying its unique technical standing in the market.

Overall, Krugle positions itself as a partner capable of securely visualizing and optimizing software assets spanning from legacy systems to the latest technologies. By fostering a sustainable modernization framework, it aids development teams in enhancing both productivity and governance.

Enhancing AI Market's Offerings

The collaboration with Krugle is timely, as AI Market has seen an increase in client inquiries around securely implementing generative AI and visualizing complex code structures. However, few companies can provide exhaustive services that combine code analysis with private LLMs.

With this partnership, AI Market can now offer complete support from initial system diagnosis to issue analysis, migration planning, and legacy updates—all streamlined to help clients refresh their legacy assets while leveraging secure AI use. This initiative will significantly advance the digital transformation strategies of enterprises, ensuring a robust balance between development productivity and governance.

For Krugle, this partnership opens new avenues to connect with diverse industries and expand its technological reach through AI Market's platform,

About AI Market

AI Market serves as a concierge service for companies looking to implement AI in business. With a record of over 1,000 introductions to suitable AI firms, it provides invaluable assistance to those struggling with AI integration.

For more information about Krugle visit its official website here and for AI Market service details click here. Those interested in becoming partners with AI Market can reach out for further consultations. In addition, AI Market is actively seeking participants for its beta version of the AI Market Lab, a corporate community designed to foster learning about AI adoption challenges.