Krugle

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What Krugle is

Krugle is an agentic AI platform for working with unstructured information, code, and Excel files. Its Krugle Platform includes Biblio, a knowledge platform, and Squad, an AI agent platform; the company also describes Krugle Search. Biblio prepares code and related documentation, then creates vector and knowledge indexes for Agentic RAG searches. It can preprocess Excel spreadsheets into data ready for RAG and analyze prompts against its indexes to find answers. Biblio can also connect to applications through industry-standard APIs. Krugle Search supports cross-language semantic searches across multiple languages and files, with results that can be integrated with Krugle Code-LLM. Squad runs tasks directed through chat or from pre-designed blueprints, with agents coordinating during execution. Listed use cases include support operations, legacy system analysis, and embedded software operations and maintenance. Krugle says it prioritizes security and can operate in local or private environments. It is listed for API, Linux, macOS, and web, with hybrid deployment and organization-level indexing. Pricing is on request.

Who it suits

Krugle suits organizations working with unstructured data, code, or Excel files, including teams handling support operations, legacy system analysis, or embedded software maintenance. Its local or private deployment options may interest organizations prioritizing those environments.

What it does well

Biblio indexes code and related documentation.
Can prepare Excel files for RAG.
Squad supports chat-directed and blueprint-based tasks.
Krugle Search supports cross-language semantic search.

What to know first

Pricing is available on request.
Squad is offered as an annual subscription beginning July 1, 2026.

Limits

Pricing is on request. Squad is provided as an annual subscription beginning July 1, 2026.

Getting started

Visit the Krugle website.
Use the English inquiry form to contact the company; it requests company, department, contact name, title, telephone, email, and inquiry details.
Ask about pricing and the platform components relevant to your organization.
Plan to use the listed API, Linux, macOS, or web platforms.
For Squad, account for its annual subscription beginning July 1, 2026.

Verdict

Krugle combines indexed knowledge search, semantic code search, and coordinated agent tasks across its products. Pricing is on request, and Squad is provided as an annual subscription beginning July 1, 2026.

Questions

How much does Krugle cost?

Pricing is available on request.

What products are part of the Krugle Platform?

The platform includes Biblio, an AI-powered knowledge platform, and Squad, an AI agent platform. Krugle also describes Krugle Search.

What platforms does Krugle support?

Its listed platforms are API, Linux, macOS, and web.

How does Biblio work with Excel files?

Biblio preprocesses Excel spreadsheets into data ready for RAG.

How does Squad execute tasks?

It supports tasks directed through chat and autonomous tasks from pre-designed blueprints, with agents coordinating during execution.

When is Squad available, and what is its subscription model?

A maker announcement says Squad is provided as an annual subscription beginning July 1, 2026.

Facts from Krugle's own pages

Agents: Squad supports chat-directed tasks and autonomous execution from pre-designed blueprints, with agents coordinating with one another during execution. · krugle.co.jp, 9 Oct 2026
API: Biblio can integrate with applications using industry-standard APIs. · krugle.co.jp, 9 Oct 2026
Biblio indexing: Biblio preprocesses code and surrounding documentation, then builds vector and knowledge indexes for Agentic RAG searches. · krugle.co.jp, 9 Oct 2026
Biblio search: Biblio uses Agentic RAG to analyze prompts and search embedded indexes for answers. · krugle.co.jp, 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. · krugle.co.jp, 9 Oct 2026
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. · krugle.co.jp, 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. · krugle.co.jp, 9 Oct 2026
Deployment and security: Krugle says it prioritizes security and can operate in local or private environments. · krugle.co.jp, 9 Oct 2026
Excel processing: Biblio converts files such as Excel spreadsheets into data ready for RAG using proprietary preprocessing. · krugle.co.jp, 9 Oct 2026
Excel support: The company says Biblio can convert Excel spreadsheets into data ready for RAG using proprietary preprocessing. · krugle.co.jp, 9 Oct 2026
Headquarters: Menlo Park, California, USA · krugle.co.jp, 28 Sept 2026
Integration: Biblio can integrate with applications using industry-standard APIs. · krugle.co.jp, 9 Oct 2026
Intended use: Listed use cases include support operations, legacy system analysis, and embedded software operations and maintenance. · krugle.co.jp, 9 Oct 2026
Product: Krugle describes itself as an agentic AI platform that understands unstructured data and Excel files and processes them autonomously. · krugle.co.jp, 9 Oct 2026
Products: The Krugle Platform comprises Krugle Biblio, an AI-powered knowledge platform, and Krugle Squad, an AI agent platform. · krugle.co.jp, 9 Oct 2026
Search: Krugle Search supports cross-language semantic searches across multiple languages and files, and integrates results with Krugle Code-LLM. · krugle.co.jp, 9 Oct 2026
Security and deployment: Krugle says it prioritizes security and can operate in local or private environments. · krugle.co.jp, 9 Oct 2026
Squad agents: Squad supports chat-directed autonomous tasks and tasks executed from pre-designed blueprints, with agents coordinating during execution. · krugle.co.jp, 9 Oct 2026
Squad availability: A maker announcement states that Krugle Squad is provided as an annual subscription beginning July 1, 2026. · krugle.co.jp, 9 Oct 2026
Support inquiry: The English inquiry form requests company, department, contact name, title, telephone, email, and inquiry details. · krugle.co.jp, 9 Oct 2026
Use cases: The company identifies support operations, legacy system analysis, and embedded software operations and maintenance as use cases. · krugle.co.jp, 9 Oct 2026

Where Krugle stands on Freedom251

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