BLOG

Articles

Tips on knowledge management, AI utilization, and operational efficiency.

June 22, 2026Implementation Guide

How to Search Internal Documents with Generative AI -- What's Different from Full-Text Search and How to Roll It Out

Learn what generative AI document search actually is, and how it differs from full-text search, keyword search, and internal wiki search. A practical guide covering how it works, how to roll it out without failing, what to look for when choosing a tool, and how Monoshiri AI delivers it.

June 19, 2026AI Strategy

2026 AI Agent Trends and How to Apply Them to Internal Knowledge

A clear-eyed look at 2026 trends in AI agents, the latest LLMs, and enterprise RAG, plus the practical points IT and DX teams need to turn them into real internal knowledge use. We also show where Monoshiri AI fits in terms of accuracy, permissions, and operations.

読む

June 14, 2026Comparison & Selection

Best Cloud Knowledge Bases for 2026: An In-Depth Comparison for Small and Midsize Businesses

A 2026 in-depth comparison of cloud knowledge bases recommended for small and midsize businesses. Covers the benefits of going cloud, selection points, recommendations by price tier, a comparison table, and a 5-step rollout -- so even first-time buyers choose without regret.

読む

June 14, 2026Comparison & Selection

Internal Wiki & Knowledge Management Tools Compared (2026): How to Choose for AI Search

A 2026 comparison of internal wikis and knowledge management tools. Use six selection criteria for AI knowledge bases (answer accuracy, pricing, access control, ease of adoption, Japanese-language accuracy, integrations) and a side-by-side comparison table to find the right fit.

読む

May 30, 2026Knowledge Management

Why Keyword Search Fails on Internal Documents -- 7 Search Failure Patterns Diagnosed

Diagnose the limits of keyword and full-text search on internal documents through 7 concrete failure patterns. Learn why even full-text search AI doesn't fix the problem, and what generative AI changes about searching company files.

読む

May 19, 2026Setup Guide

Add an AI Chatbot to WordPress in 5 Minutes -- 'monoshiri AI Widget' Plugin Now Live on WordPress.org

We've published the 'monoshiri AI Widget' plugin on the official WordPress.org plugin directory. Upload your documents, paste the embed code, and install an AI chat widget on your site in 5 minutes.

読む

May 10, 2026Comparison & Selection

Dify vs Monoshiri AI -- Choosing the Right Internal Knowledge AI for Your Team [2026 Edition]

A practical comparison of Dify and Monoshiri AI across setup effort, Slack integration, knowledge ingestion, and model selection. Find out which fits engineering-led teams and which fits IT and business-led teams.

読む

May 7, 2026AI Trends

Is "RAG Is Dead" Really True? 6 Criteria for Internal Knowledge AI

With long-context LLMs on the rise, many claim "RAG is no longer needed." We sort out the cases where it genuinely isn't, and the cases where RAG is still essential, using six decision axes for choosing an internal knowledge AI.

読む

May 5, 2026AI Trends

What Is Corpus2Skill? RAG vs. Skill Mode Explained

"What if the AI lies?" "It can't handle complex questions." Learn how Monoshiri AI tackled RAG's hallucination problem and retrieval limits by moving to Skill Mode, with concrete examples.

読む

April 29, 2026Use Case

Automating HR Inquiries with AI -- A 24/7 Chatbot for Employee Handbook, Payroll, and Social Insurance

A practical playbook for automating routine HR and labor inquiries with AI. Build an HR chatbot grounded in your employee handbook with confidentiality-tiered folder design and LINE delivery.

読む

April 24, 2026AI Trends

What Is RAG? A Plain-English Guide to the Technology Reshaping Internal Document Search

A non-engineer's guide to RAG (Retrieval-Augmented Generation). Covers the limits of traditional internal document search, the changes RAG brings, and key points for enterprise adoption.

読む

April 24, 2026AI Trends

Is RAG Obsolete? Designing Knowledge Bases in the Long-Context Era

With 1M-token long-context models on the rise, some say RAG is no longer needed. We examine the claim from five angles -- cost, capacity, permissions, accuracy, and updates -- and show the current best answer for enterprise knowledge bases.

読む

April 20, 2026Getting Started

How to Connect Claude, Gemini & Codex via MCP [2026 Edition]

Learn how to connect Claude Desktop, Claude.ai, Gemini CLI, Codex, Dify, and Cursor to your company's knowledge base using Monoshiri AI's MCP (Model Context Protocol) support.

読む

April 18, 2026Use Cases

Streamlining Customer Support with AI -- How SMBs Can Transform Their Inquiry Handling

Learn how small and mid-sized businesses can use AI to tackle common customer support challenges: repetitive questions, after-hours inquiries, and staffing shortages. This guide covers practical scenarios using AI chat widgets and internal knowledge bases.

読む

April 18, 2026Getting Started

5 Things to Do in the First 30 Days After Adopting an AI Knowledge Base

A week-by-week action plan for the first 30 days after deploying an AI knowledge base. Prevent the 'we bought it but nobody uses it' trap and build a knowledge base that grows with your team.

読む

April 18, 2026Getting Started

IT Manager's Checklist for Getting an Internal AI Tool Approved [2026 Edition]

Seven checklist items for getting an internal AI tool through the approval process. Covering security, cost, legal compliance, and exit strategy, this guide helps IT and general affairs managers address common objections and build a persuasive business case.

読む

April 18, 2026Use Cases

Knowledge Management for Professional Firms -- Consolidating Regulations, Case Law, and Procedures with AI

How tax accountants, lawyers, labor consultants, and CPAs can solve knowledge management challenges with AI. From tracking regulatory changes and searching past cases to accelerating new hire training, this article presents practical scenarios for AI-powered knowledge bases in professional services.

読む

April 18, 2026Knowledge Management

Solving the 'Nobody Reads the Manual' Problem with AI

Discover the three reasons why internal manuals go unread and learn how an AI knowledge base can transform documentation from something employees read to something they ask.

読む

April 18, 2026Use Cases

How to Eliminate the 'I'm Afraid to Ask' Problem -- Reducing Onboarding Costs with an AI Knowledge Base

Discover the hidden costs of employee onboarding and how an AI knowledge base solves the 'afraid to ask' problem. Learn about the risks of OJT dependency, practical implementation patterns, and how LINE integration empowers new hires to learn independently.

読む

April 18, 2026Use Cases

Transforming Restaurant Information Sharing -- Unifying Menus, Food Safety, and Service Manuals with AI

Menu changes not reaching staff, slow allergen checks, HACCP manuals gathering dust. Learn how restaurants can solve information-sharing challenges using an AI knowledge base with LINE integration.

読む

April 18, 2026Knowledge Management

From 'Search' to 'Ask' -- The New Standard for Internal Information Access in the AI Era

Internal information that traditional keyword search couldn't find is now instantly accessible by simply asking AI. This article explains semantic search and RAG in plain language, introducing a paradigm shift in how organizations access knowledge.

読む

April 18, 2026Implementation Guide

How to Search Internal Documents with AI -- Keyword Search vs. Semantic Search and How to Get Started

Learn how AI-powered semantic search solves the problem of internal documents you can't find with keyword search. This guide explains RAG and walks through implementation steps for non-engineers.

読む

April 18, 2026Knowledge Management

How to Make Tacit Knowledge Visible -- What to Do Before Your Veterans Leave

Learn how to convert the tacit knowledge that disappears when veteran employees retire into explicit, documented assets for your organization, explained in three actionable steps.

読む

April 18, 2026Comparison & Selection

Unlimited Users for Company-Wide Rollout -- The Value of Flat-Rate SaaS Pricing

We calculate per-user SaaS costs at 50, 100, and 300 employees, then explain why an unlimited-user pricing model removes the biggest barrier to organization-wide deployment.

読む

April 17, 2026Implementation Guide

Automate Website Inquiries with AI -- A Chat Widget Implementation Guide [2026 Edition]

Learn how to automate website customer support with an AI chat widget. This 2026 guide covers setup in 3 easy steps starting at 2,980 yen/month with no scenario design required, plus pricing comparisons of RAG-powered services and key selection criteria.

読む

April 16, 2026Case Studies

Ask Your Company Manuals on LINE -- How to Transform Information Access for Frontline Staff Without PCs

Solve information access challenges for frontline staff in restaurants, construction, retail and more through LINE integration. Covers industry-specific use cases, security, and implementation steps.

読む

April 15, 2026Comparison & Selection

Enterprise AI Tool Selection Guide -- ChatGPT, Gemini, Claude, NotebookLM, Notion AI, and Monoshiri AI Compared [2026 Edition]

A practical 2026 comparison of six leading AI tools -- ChatGPT, Gemini, Claude, NotebookLM, Notion AI, and Monoshiri AI. Explore use cases, pricing, and what each tool can and cannot do.

読む

April 14, 2026Comparison & Selection

How to Choose an Internal Knowledge Base -- 7 Comparison Points You Can't Afford to Miss [2026 Edition]

A practical guide to choosing the right knowledge base for your company. Covers seven evaluation criteria -- from pricing models and security to integrations -- that also double as material for internal approval documents.

読む

April 13, 2026Knowledge Management

End the 'You'll Have to Ask So-and-So' Problem -- 5 Warning Signs Your Team Knowledge Is Siloed

Learn the five warning signs that critical knowledge is trapped in individuals' heads, and discover how an AI knowledge base can solve the problem.

読む