{"id":1052,"date":"2025-11-20T17:07:10","date_gmt":"2025-11-20T08:07:10","guid":{"rendered":"https:\/\/www.mindware-jp.com\/en\/?page_id=1052"},"modified":"2025-11-26T16:29:24","modified_gmt":"2025-11-26T07:29:24","slug":"multi-agent-agentic-ai-maps","status":"publish","type":"page","link":"https:\/\/www.mindware-jp.com\/en\/multi-agent-agentic-ai-maps\/","title":{"rendered":"Multi-Agent \/ Agentic AI Maps"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">Emerging Market Perception Map Series powered by ConceptMiner<\/mark><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 <strong>Overview<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Multi-Agent \/ Agentic AI Maps<\/strong> are a set of Perception Maps (conceptual structure maps) that structure technologies, companies, and use cases such as autonomous AI (Agentic AI), multi-agent systems, AI workflow automation, and role-sharing AI (Planner\/Executor\/Reviewer) using <strong>ConceptMiner&#8217;s Growing Batch Neural Gas + Minimum Spanning Tree technology<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is not a typical research report. It is a <strong>completely new type of knowledge product<\/strong> that uses large-scale language models (LLMs) and data mining technology to structure and conceptually map text information and supplementary data collected from the internet.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rather than simply introducing trends,<br>it provides an analytical foundation that allows you to understand the structural relationships between <strong>agent architecture, component configuration, major companies, OSS frameworks,<br>and use cases,<\/strong> and directly links to your company&#8217;s AI strategy and product design.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 <strong>Release date<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>February 20, 2026<\/strong>&nbsp;(First release: Version 1.0)<br>After that, we plan to release several updated versions (1.1\/1.2) including additional models.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 <strong>Included Perception Maps (examples)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Agentic AI&#8217;s technology is evolving very rapidly, and its architecture spans multiple layers, so we will gradually release <strong>approximately 25-30 models<\/strong> through Versions 1.0-1.2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Below are some representative examples (subject to adjustments at the time of official release).<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>Models(sample)<\/strong><\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Agentic AI Architecture Structure Map<\/strong><br>(Planner \/ Executor \/ Memory \/ Tool-Use Structure)<\/li>\n\n\n\n<li><strong>AI Agent Platform Comparison Map<\/strong><br>(OpenAI, Anthropic, Google, Devin, OSS Frameworks, etc.)<\/li>\n\n\n\n<li><strong>Multi-Agent Collaboration Flow Map<\/strong><br>(Multiple AI Role Division and Collaborative Process)<\/li>\n\n\n\n<li><strong>Tool-Use (External Tool Integration) Technology Map<\/strong><br>(API Integration, Action Model, Automated Task Execution)<\/li>\n\n\n\n<li><strong>Workflow AI \/ AI Automation Structure Map<\/strong><br>(LLM + Workflow Automation Integration Area)<\/li>\n\n\n\n<li><strong>AI Agent x Industrial Application Map<\/strong><br>(Customer Support, Automatic Report Generation, Code Generation, etc.)<\/li>\n\n\n\n<li><strong>OSS Agent Framework Technology Map<\/strong><br>(LangChain, AutoGen, smol-developer, CrewAI, etc.)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 <strong>Notable trends (analysis and commentary)<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In the Agentic AI market, the following <strong>architectural evolutions, increased autonomy, and business integration<\/strong> are occurring simultaneously:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. Structural transformation from &#8220;single LLM&#8221; to &#8220;multi-agent&#8221;<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">From an era in which one LLM performed all tasks,<br>we are moving towards <strong>a structure in which multiple AIs share roles and carry out tasks.<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. Standardization of agent architecture is progressing<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Companies are beginning to adopt <strong>role-oriented structures<\/strong> such as Planner\/Solver\/Critic.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. <\/strong>Tool-Use (use of external tools) becomes the main battlefield<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>&#8220;AI with execution capabilities,&#8221;<\/strong> which combines search, APIs, databases, code execution, and more, is growing rapidly.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>4. The rise of AI workflow automation (Workflow AI)<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">It has evolved from conventional process automation (RPA) to <strong>autonomous execution using LLM and multi-agents<\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>5. <\/strong>Rapid evolution of OSS frameworks.<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">AutoGen, LangGraph, CrewAI, etc.<br>These are areas with such momentum that <strong>their architectures are updated every few months<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These maps use GNG-MST technology to &#8220;understand&#8221; these structures.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 <strong>Deliverables<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Shared Browser Access Model (Perception Maps)<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">No ConceptMiner license required.<br>Interactive operation possible from the provided URL.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. Thematic Overview Report (PDF).<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Overall Market Structure<\/li>\n\n\n\n<li>Overview of Each Model<\/li>\n\n\n\n<li>Explanation of Key Trends<\/li>\n\n\n\n<li>Data Collection Methodology Overview<br>(PDF updates will be distributed upon update)<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. Version update notification (email)<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Version 1.0 \u2192 1.1 \u2192 1.2<br>Release information for additional models and clusters will be released.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 Price and Purchase<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Regular Price: USD 2,000<br><strong>Pre-order Price: USD 1,700<\/strong>&nbsp;(until December 20, 2025)<\/li>\n\n\n\n<li>Pay online through Stripe<\/li>\n\n\n\n<li>URLs and PDF will be sent via email after publication.<\/li>\n\n\n\n<li>Additional models will be automatically delivered.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 <strong>Target users<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>New AI product planning<\/li>\n\n\n\n<li>Automation and business efficiency manager<\/li>\n\n\n\n<li>Technology strategy and R&amp;D department<\/li>\n\n\n\n<li>AI workflow development company<\/li>\n\n\n\n<li>Consultant<\/li>\n\n\n\n<li>Experts seeking a comprehensive view of OSS agent technology<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u25a0 <strong>Release Schedule<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Released February 20, 2026 (first version: Version 1.0).<br>Versions 1.1 and 1.2 will be released between 2 and 6 weeks later.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.mindware-jp.com\/en\/emerging-market-perception-map-series-empm-series\/\" data-type=\"page\" data-id=\"1033\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">&lt; Back<\/mark><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Emerging Market Perception Map Series powered by ConceptMiner \u25a0 Overview Multi-Agent \/ Agentic AI Maps are a set of Perception Maps (conceptual structure maps) that structure technologies, companies, and use cases such as autonomous AI (Agentic AI), multi-agent systems, AI workflow automation, and role-sharing AI (Planner\/Executor\/Reviewer) using ConceptMiner&#8217;s Growing Batch Neural Gas + Minimum Spanning [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1052","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/pages\/1052","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/comments?post=1052"}],"version-history":[{"count":2,"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/pages\/1052\/revisions"}],"predecessor-version":[{"id":1087,"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/pages\/1052\/revisions\/1087"}],"wp:attachment":[{"href":"https:\/\/www.mindware-jp.com\/en\/wp-json\/wp\/v2\/media?parent=1052"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}