AIsmiley Releases 'Dify Practical Recipe Collection by Department': A Catalog for Automating Operations with 'Digital Employees' in Sales, CS, HR, and Back Office

AIsmiley, operator of one of Japan's largest AI portal media sites, 'AIsmiley' (Shibuya, Tokyo; CEO: Koji Itaba), released the 'Dify Practical Recipe Collection by Department' on March 31, 2026. This guide supports the autonomous execution of tasks by assigning 'digital employees' to each department.

### Overview of the 'Dify Practical Recipe Collection by Department' This document is a practical guide focused on 'how to use' rather than just 'features.' It explains the critical difference between 'chat-based AI' like ChatGPT and Dify—specifically 'autonomous execution through tool integration' and 'workflow automation.' It compiles concrete processing flows for departments such as Sales, CS, HR, and Back Office that can be implemented immediately.

Furthermore, it includes the 'three walls' faced when moving from PoC to production (security, system integration, and accuracy maintenance), a comparison table of 6 recommended Dify construction support partners, and an introduction diagnostic chart. It is a practical manual for drawing a roadmap from AI introduction to full-scale company-wide deployment.

### Background of the Creation Business utilization of generative AI is shifting from 'individual task support' (text generation/summarization) to 'organizational automation' that transforms business processes themselves. However, chat-based AI is specialized for dialogue, making it difficult to complete tasks by linking with internal systems. Therefore, Dify, an LLM app development platform that gives AI 'hands and feet' (tool integration) to execute tasks autonomously, is being adopted in earnest. This guide was created to help companies navigate the challenges of security and system integration by selecting the right partners.

### Recommended for: - Those considering automating entire business processes beyond chat-based AI. - Those wanting to know specific Dify processing flows for Sales, CS, HR, and Accounting. - Those looking for introduction methods suitable for their environment, such as closed networks or core system integration. - Those wanting to compare construction support partners for actual operation.