Krugle
Krugle is an agentic AI platform for unstructured data, code and Excel files.
What Krugle is
Krugle is an agentic AI platform for unstructured data, code and Excel files. The Krugle Platform includes Biblio, an AI knowledge platform, and Squad, an AI agent platform; Krugle Search is also described. Biblio preprocesses code and related documentation to build vector and knowledge indexes for Agentic RAG, and converts Excel spreadsheets into RAG-ready data. It analyzes prompts against those indexes and connects with applications through industry-standard APIs. Krugle Search performs cross-language semantic searches across multiple languages and files and can pass results to Krugle Code-LLM. Squad handles chat-directed tasks and autonomous work from pre-designed blueprints, coordinating agents during execution. Listed uses include support operations, legacy system analysis, and embedded software operations and maintenance. Krugle says deployment can be local or private and lists API, Linux, macOS and web platforms with hybrid deployment. Pricing is on request; Squad is offered as an annual subscription beginning July 1, 2026.
Good
- Processes code, documentation and Excel files
- Agentic RAG indexing and search
- Cross-language semantic code search
- Chat and blueprint-driven autonomous tasks
- Local or private deployment options
Watch out
- Pricing is available only on request
- Squad uses an annual subscription
- No specific free plan is listed
Who it suits
Krugle suits organisations working with codebases, documentation, spreadsheets and legacy systems. Its listed use cases include support, embedded software operations and maintenance, and legacy analysis.
Verdict
Krugle combines indexed knowledge, semantic code search and coordinated AI agents for organisational data. Its hybrid and private deployment options may suit teams with sensitive repositories, while pricing and subscription details require direct inquiry.
The facts
Each one read from Krugle's own pages, with the date it was checked.
What it does
- Agents
- Squad supports chat-directed tasks and autonomous execution from pre-designed blueprints, with agents coordinating with one another during execution.checked 9 Oct 2026
- API
- Biblio can integrate with applications using industry-standard APIs.checked 9 Oct 2026
- Biblio indexing
- Biblio preprocesses code and surrounding documentation, then builds vector and knowledge indexes for Agentic RAG searches.checked 9 Oct 2026
- Biblio search
- Biblio uses Agentic RAG to analyze prompts and search embedded indexes for answers.checked 9 Oct 2026
- Code analysis
- Krugle Search supports cross-language semantic search across multiple languages and files, and can integrate search results with Krugle Code-LLM.checked 9 Oct 2026
- Components
- The Krugle Platform comprises Krugle Biblio, an AI-powered knowledge platform, and Krugle Squad, an AI agent platform; the site also describes Krugle Search.checked 9 Oct 2026
- Deployment and security
- Krugle says it prioritizes security and can operate in local or private environments.checked 9 Oct 2026
- Excel processing
- Biblio converts files such as Excel spreadsheets into data ready for RAG using proprietary preprocessing.checked 9 Oct 2026
- Excel support
- The company says Biblio can convert Excel spreadsheets into data ready for RAG using proprietary preprocessing.checked 9 Oct 2026
- Integration
- Biblio can integrate with applications using industry-standard APIs.checked 9 Oct 2026
- Intended use
- Listed use cases include support operations, legacy system analysis, and embedded software operations and maintenance.checked 9 Oct 2026
- Product
- Krugle describes itself as an agentic AI platform that understands unstructured data and Excel files and processes them autonomously.checked 9 Oct 2026
- Products
- The Krugle Platform comprises Krugle Biblio, an AI-powered knowledge platform, and Krugle Squad, an AI agent platform.checked 9 Oct 2026
- Search
- Krugle Search supports cross-language semantic searches across multiple languages and files, and integrates results with Krugle Code-LLM.checked 9 Oct 2026
- Security and deployment
- Krugle says it prioritizes security and can operate in local or private environments.checked 9 Oct 2026
- Squad agents
- Squad supports chat-directed autonomous tasks and tasks executed from pre-designed blueprints, with agents coordinating during execution.checked 9 Oct 2026
- Squad availability
- A maker announcement states that Krugle Squad is provided as an annual subscription beginning July 1, 2026.checked 9 Oct 2026
- Support inquiry
- The English inquiry form requests company, department, contact name, title, telephone, email, and inquiry details.checked 9 Oct 2026
- Use cases
- The company identifies support operations, legacy system analysis, and embedded software operations and maintenance as use cases.checked 9 Oct 2026
The company
- Company
- Krugle Inc. lists its head office at Toranomon Hills Business Tower 15F, 1-17-1 Toranomon, Minato-ku, Tokyo, 105-6415, and says it was established July 26, 2023.checked 9 Oct 2026
- Headquarters
- Menlo Park, California, USAchecked 28 Sep 2026
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