Enison

AI Driven

Combining Human and AI Strengths

Since our founding in 2010, we have been providing services utilizing Natural Language Processing (NLP) technology cultivated through multilingual translation and system development. Humans and AI leverage each other's strengths to solve customer challenges such as labor shortages and productivity improvement.

Aug 2010

Translation Services

Launched manual translation services focusing on Thai language, including automotive documentation

Sep 2013

Large-scale Infrastructure

Built network and server infrastructure managing tens of thousands of domains

Feb 2015

Language Corpus Development

Developed extensive corpora for Japanese, Thai, Indonesian, and Myanmar languages

Dec 2022

AI System Development

Providing corporate DX and RAG services utilizing LLM, vector stores, and feature databases

Services

About our services

ORGANIZATIONAL AI SKILL PLATFORM

AGTO

An organizational AI operations platform that learns field know-how and accumulates it as reusable skills—embedded into Q&A, approvals, notifications and reports.

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Cloud ERP × Ambient AI

Corason

An AI ERP that unifies 23 modules across HR, accounting, recruiting, sales, inventory, and project management.

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AI × FMS × HITL

Tralio

AI automates daily tasks while humans approve important decisions (HITL). Centrally manage freelancers, projects, contracts, and payments for optimal talent matching and operational efficiency.

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AI Cloud Accounting

Accos

A cloud accounting SaaS for SMEs in Laos, using AI to support invoicing, accounting, tax, and payroll operations.

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AI × Human-in-the-Loop

AI Hybrid BPO

Automate operations while balancing accuracy and speed through AI-human collaboration. A next-generation business outsourcing platform combining generative AI with specialized personnel.

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AI × AUTOMATION

AR Management Platform

Achieve end-to-end visibility and automation from payment reconciliation to journal entries and collection reminders with AI. Redesign the entire flow from billing to payment confirmation, reconciliation, journal entries, and reminders centered on AI.

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About Us

Who We Are

Since our establishment in 2010, we have been providing system development and translation services in Japan and Thailand. From government agencies and listed companies to startups, we support our clients with multilingual website development, NLP (Natural Language Processing) application development, and translation projects including language corpus creation.

Company Profile

AI & DX Blog

August 11, 2026

Data Preparation Guide for Making Internal Documents AI-Ready — From Inventory to RAG Ingestion

Guide to preparing internal documents for RAG and AI search: inventorying files, confidentiality levels, format standardization, metadata tagging, and update workflows before AI adoption.

July 21, 2026

Multi-AI Agent Design Patterns | Implementation Guide for Task Division, Handoffs, and Orchestration

Learn design patterns for multi-AI agent task delegation: when to use orchestrator, handoff, and parallel worker models, plus state passing and failure handling from an implementation perspective.

July 14, 2026

Long-Term Memory Design for AI Agents | How to Retain Business Context with MemGPT and GraphRAG

Explore long-term memory design patterns using MemGPT and graph structures, enabling agents to retain business context over weeks and months—beyond RAG's short-term limits.

July 13, 2026

Implementation Guide for Directly Integrating LLMs into Business Systems with Structured Output

Explains how to convert LLM responses into formats directly readable by business systems using JSON Schema forced output. Includes TypeScript code examples and error handling strategies.

July 10, 2026

LLM Model Routing Strategies: Architecture Design for Balancing Cost and Accuracy

Learn how model routing automatically distributes tasks across GPT, Claude, and Gemini to cut costs and reduce latency, with practical implementation patterns.

July 9, 2026

Introduction to AI Agent Evaluation Metrics | How to Measure Autonomous Workflow Quality

Explore evolved AI agent metrics like "agent success rate" & "task completion rate" beyond RAG evaluation. Learn practical AWE implementation steps for BPO & RAG development.

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We're looking for people who can contribute remotely

We are always looking for talented individuals who can persistently tackle and solve our clients' challenges. If you can work autonomously in a highly discretionary environment, please apply.

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Systematize with AI agents × human expertise, Autonomously solving customer challenges

Combining Human and AI Strengths

Services