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Enison

エニソン株式会社

🇹🇭

Chamchuri Square 24F, 319 Phayathai Rd Pathum Wan,Bangkok 10330, Thailand

🇯🇵

〒104-0061 2F Ginza Otake Besidence, 1-22-11 Ginza, Chuo-ku, Tokyo 104-0061 03-6695-6749

🇱🇦

20 Samsenthai Road, Nongduang Nua Village, Sikhottabong District, Vientiane, Laos

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  • AR Management Platform
  • MFI Platform
  • RAG Development Support

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© 2025-2026Enison Sole Co., Ltd. All rights reserved.

🇯🇵JA🇺🇸EN🇹🇭TH🇱🇦LO
Background image representing AI and human collaboration

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

With teams in Japan, Thailand, and Laos, we solve customer challenges in an AI-driven way and provide hands-on support for AI implementation and DX initiatives. From government agencies and listed enterprises to startups, human × AI collaboration offsets labor shortages and accelerates productivity.

Free Consultation

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

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
Digital code visualization representing AI technology

AI & DX Blog

  • What Is an In-House AI Assistant | 5 Implementation Benefits That Transform Operations Through ERP Integration
    Updated:April 28, 2026

    What Is an In-House AI Assistant | 5 Implementation Benefits That Transform Operations Through ERP Integration

    Explore in-house AI assistants: how they differ from ChatGPT, 5 key benefits, NIST AI RMF governance, and ERP integration strategies to maximize business impact.

  • How to Automate Accounts Receivable Management and Payment Reminders in Laos with AI — A Guide to Streamlining Credit and Collections for Japanese Companies
    Updated:April 24, 2026

    How to Automate Accounts Receivable Management and Payment Reminders in Laos with AI — A Guide to Streamlining Credit and Collections for Japanese Companies

    Practical guide to automating AR management & payment reminders for Japanese firms in Laos using AI. Covers LAPNet/BCEL reconciliation, auto-generated dunning messages, credit risk scoring, and how to boost collection rates while cutting labor costs.

  • ASEAN Data Protection Laws: A Comprehensive 4-Country Comparison | Practical Guide to Thailand PDPA, Vietnam PDPL, Indonesia PDP, and Laos
    Updated:April 23, 2026

    ASEAN Data Protection Laws: A Comprehensive 4-Country Comparison | Practical Guide to Thailand PDPA, Vietnam PDPL, Indonesia PDP, and Laos

    Compare Thailand PDPA, Vietnam PDPL, Indonesia PDP Law & Laos data protection law—key differences, common requirements & practical compliance tips for ASEAN.

  • Laos e-Government × AI — A Guide for Businesses to Leverage Public Services
    Updated:April 22, 2026

    Laos e-Government × AI — A Guide for Businesses to Leverage Public Services

    Explore Laos' government digitalization roadmap and how businesses can leverage AI. Covers online company registration, tax, trade procedures, plus AI-OCR and chatbot strategies to optimize workflows.

  • Laos Professional Services Market Size and Growth Sectors — Business Opportunity Map in ASEAN Emerging Markets
    Updated:April 20, 2026

    Laos Professional Services Market Size and Growth Sectors — Business Opportunity Map in ASEAN Emerging Markets

    Explore Laos' professional services market: size, growth sectors & structural challenges. Your intro guide to business opportunities in this emerging ASEAN market.

  • AI Utilization Guide for Japanese Companies Expanding into Laos — Local Staff Training and Coordination with Japan Headquarters
    Updated:April 16, 2026

    AI Utilization Guide for Japanese Companies Expanding into Laos — Local Staff Training and Coordination with Japan Headquarters

    Practical AI guide for Japanese companies in Laos. Learn how to build AI literacy in local staff, streamline HQ communication, and overcome language and cultural barriers.

  • Laos Digital Payment DX — A Guide to Streamlining Accounts Receivable and Billing Operations with BCEL One / LAPNet and AI
    Updated:April 15, 2026

    Laos Digital Payment DX — A Guide to Streamlining Accounts Receivable and Billing Operations with BCEL One / LAPNet and AI

    Learn how to DX accounts receivable with Laos' key e-payment infrastructure—BCEL One, LAPNet & LAPNet QR—combined with AI-OCR and auto-reconciliation. A guide for finance & IT teams in Laos.

  • Autonomously Execute Business Operations with a Lao Language AI Agent — An Implementation Guide for Driving Real-World Workflows with MCP Tool Execution and HITL
    Updated:April 14, 2026

    Autonomously Execute Business Operations with a Lao Language AI Agent — An Implementation Guide for Driving Real-World Workflows with MCP Tool Execution and HITL

    Automate business workflows with a Lao-language AI agent. Covers MCP tool execution, HITL approval workflows, and audit/rollback strategies for safe, autonomous operations.

  • How to Streamline HR and Payroll Management in Laos with AI — LSSO Compliance and Social Security Process Automation
    Updated:April 13, 2026

    How to Streamline HR and Payroll Management in Laos with AI — LSSO Compliance and Social Security Process Automation

    Streamline HR & payroll for Laos businesses with AI. Discover steps to automate LSSO reporting, payroll calculation, and attendance management digitally.

  • How to Use AI Safely in Laos? A Practical Guide to Personal Data Protection
    Updated:April 10, 2026

    How to Use AI Safely in Laos? A Practical Guide to Personal Data Protection

    Privacy guide for using AI tools in Laos. Covers data protection law, what not to input, screenshot/file risks, spotting fake AI apps, and protecting customer data at work.

  • When Can Freelancers Save Time Using AI?
    Updated:April 9, 2026

    When Can Freelancers Save Time Using AI?

    5 areas where freelancers can save time with AI: client acquisition, writing, research, communication & back-office tasks. Practical tips and key considerations included.

  • What is MCP? Basics and Getting Started with the Protocol That Standardizes AI and External Tool Integration
    Updated:April 8, 2026

    What is MCP? Basics and Getting Started with the Protocol That Standardizes AI and External Tool Integration

    Learn how MCP (Model Context Protocol) works, its security risks, and 3 ways to get started. A beginner's guide to the open protocol standardizing AI and external tool integration.

  • 5 Barriers Facing Laos DX Promotion Field Staff and Steps to Break Through Them
    Updated:April 7, 2026

    5 Barriers Facing Laos DX Promotion Field Staff and Steps to Break Through Them

    5 real DX challenges faced in Laos—from talent shortages and language barriers to infrastructure limits. Practical steps to overcome each obstacle explained.

  • What is Laos DX National Strategy 2021-2030? Overview of Digital Economy Development and Its Impact on Businesses
    Updated:April 6, 2026

    What is Laos DX National Strategy 2021-2030? Overview of Digital Economy Development and Its Impact on Businesses

    Explore Laos' Digital Economy Development Strategy 2021-2030: 3 key pillars driving DX policy toward 2026 and what it means for your business opportunities.

  • How to Measure the Accuracy of Lao-Compatible LLMs — An Evaluation Framework to Complete Before AI Implementation
    Updated:April 3, 2026

    How to Measure the Accuracy of Lao-Compatible LLMs — An Evaluation Framework to Complete Before AI Implementation

    Essential accuracy evaluation steps before deploying LLMs in Lao. Learn how to select the right model for your use case across 3 axes: translation quality, hallucination rate, and token cost.

  • 5 Things Laos SMEs Must Do Before Adopting AI — A Checklist You Can Start This Week Even Without an IT Team
    Updated:April 2, 2026

    5 Things Laos SMEs Must Do Before Adopting AI — A Checklist You Can Start This Week Even Without an IT Team

    For Laos SME owners unsure where to start with AI. 5 actionable steps & checklists to begin this week—digitizing records to briefing staff—no IT team needed.

  • A Sector-by-Sector Comparison Guide for Laotian Business Leaders to Choose AI Investments — Selecting by ROI, Implementation Difficulty, and Talent Requirements
    Updated:April 2, 2026

    A Sector-by-Sector Comparison Guide for Laotian Business Leaders to Choose AI Investments — Selecting by ROI, Implementation Difficulty, and Talent Requirements

    Compare AI ROI, implementation difficulty & talent needs across tourism, logistics, agriculture & manufacturing in Laos. Includes investment guides, pitfall tips & decision checklists.

  • BPE Tokenizer Pitfalls in Lao Translation — Token Efficiency Issues You Must Know for LLM Multilingual Translation
    Updated:April 1, 2026

    BPE Tokenizer Pitfalls in Lao Translation — Token Efficiency Issues You Must Know for LLM Multilingual Translation

    BPE tokenizers use several times more tokens for low-resource languages than English. Learn batch design and timeout strategies for multilingual LLM translation systems, using a Lao translation timeout as a real-world example.

  • AI Applications for Laos SMEs Starting Today — 4 Business Efficiency Improvements with OpenClaw and a Single Smartphone
    Updated:March 31, 2026

    AI Applications for Laos SMEs Starting Today — 4 Business Efficiency Improvements with OpenClaw and a Single Smartphone

    4 AI productivity tools for Lao SMEs starting today on your smartphone: ChatGPT free, Google Translate, Facebook Messenger & LINE OA explained.

  • What is Hybrid BPO? Key Differences from Traditional BPO and Benefits for Japanese Companies
    Updated:March 30, 2026

    What is Hybrid BPO? Key Differences from Traditional BPO and Benefits for Japanese Companies

    Learn what hybrid BPO is and how it works compared to traditional BPO. Discover how AI-human collaboration transforms operations and why Japanese companies choose it.

  • How Laotian Companies Can Streamline Recruitment, Attendance, and Payroll Management with AI
    Updated:March 28, 2026

    How Laotian Companies Can Streamline Recruitment, Attendance, and Payroll Management with AI

    Learn how Laos companies can automate HR recruitment screening, attendance management, and payroll with AI. Covers multilingual support and labor law compliance.

  • How Laos Retail Businesses Can Start Using AI for Inventory Management and Customer Analytics
    Updated:March 27, 2026

    How Laos Retail Businesses Can Start Using AI for Inventory Management and Customer Analytics

    Learn how Laos retailers & supermarkets use AI for inventory optimization & customer purchase analysis. Practical steps for POS data utilization & demand forecasting.

  • How Laos Construction Industry Can Start Using AI for Construction and Safety Management — A Smart Construction Guide for the SEZ Development Era
    Updated:March 26, 2026

    How Laos Construction Industry Can Start Using AI for Construction and Safety Management — A Smart Construction Guide for the SEZ Development Era

    Learn how to implement AI construction management & safety monitoring for Laos SEZ development and road construction. Covers process optimization and image recognition-based safety management.

  • Leveraging AI in Laos Healthcare Settings — A Practical Guide to Remote Diagnostic Support and Medical Record Digitization
    Updated:March 24, 2026

    Leveraging AI in Laos Healthcare Settings — A Practical Guide to Remote Diagnostic Support and Medical Record Digitization

    Improving rural healthcare access in Laos (0.4 doctors per 1,000) with diagnostic AI and telemedicine. Learn EHR migration steps and patient data protection requirements.

  • How to Choose the Right AI for Your Business in Laos: 4 Categories and Selection Criteria
    Updated:March 24, 2026

    How to Choose the Right AI for Your Business in Laos: 4 Categories and Selection Criteria

    Classify AI tools into 4 types and learn how businesses in Laos can choose the right AI, run pilots effectively, and avoid common failure patterns.

  • Laos Education × AI — How to Establish AI Literacy in TVET and Universities
    Updated:March 23, 2026

    Laos Education × AI — How to Establish AI Literacy in TVET and Universities

    A guide to integrating AI literacy into Laos TVET & universities—covering Lao-language materials to hands-on curriculum design, informed by corporate AI training insights.

  • How Small and Medium Businesses in Laos Can Automate Accounting and Invoice Management with AI — From Invoice Processing to Monthly Closing
    Updated:March 21, 2026

    How Small and Medium Businesses in Laos Can Automate Accounting and Invoice Management with AI — From Invoice Processing to Monthly Closing

    Automate invoice data entry with AI-OCR & build payment reminder flows in n8n. Cut monthly closing from 10 to 3 business days—with Laos accounting standards & FX risk management.

  • Logistics DX in the China-Laos Railway Era — Reducing Logistics Costs in Laos with AI Dispatch and Inventory Optimization
    Updated:March 20, 2026

    Logistics DX in the China-Laos Railway Era — Reducing Logistics Costs in Laos with AI Dispatch and Inventory Optimization

    Optimize Laos logistics with the China-Laos Railway. Discover how AI routing for multimodal rail & road delivery, combined with demand forecasting, cuts inventory costs and lead times.

  • Laos Cross-Border E-Commerce × AI — How to Sell Laotian Products Online to Thai and Chinese Markets
    Updated:March 19, 2026

    Laos Cross-Border E-Commerce × AI — How to Sell Laotian Products Online to Thai and Chinese Markets

    Sell Laos coffee & silk on Shopee & Lazada to Thai/Chinese markets. AI multilingual listings, demand-based inventory, n8n order automation — your cross-border EC guide.

  • Laos Tourism DX — Maximizing Inbound Revenue with AI Chatbots and Dynamic Pricing
    Updated:March 18, 2026

    Laos Tourism DX — Maximizing Inbound Revenue with AI Chatbots and Dynamic Pricing

    Maximize inbound revenue for Laos tourism with multilingual AI chatbots & dynamic pricing. Phased roadmap leveraging the China-Laos Railway & Visit Laos 2026.

  • What Is AI Business Utilization for Laotian Companies? Differences from Traditional Software and How to Get Started
    Updated:March 17, 2026

    What Is AI Business Utilization for Laotian Companies? Differences from Traditional Software and How to Get Started

    Learn how AI differs from accounting software & ERP for Laos businesses. Understand human, software & AI roles in Laos's multilingual environment & how to start right.

  • How Laos Manufacturers Can Start Quality Control with AI — A Migration Guide from Visual Inspection to AI Image Inspection
    Updated:March 16, 2026

    How Laos Manufacturers Can Start Quality Control with AI — A Migration Guide from Visual Inspection to AI Image Inspection

    Step-by-step guide to implementing AI visual inspection in Laos manufacturing. Covers equipment selection, PoC design & production integration, based on Southeast Asia experience.

  • Laos Agriculture × AI — How Smallholder Farmers Can Leverage Satellite Data and Demand Forecasting
    Updated:March 13, 2026

    Laos Agriculture × AI — How Smallholder Farmers Can Leverage Satellite Data and Demand Forecasting

    Learn how to monitor crop health using free Sentinel-2 satellite imagery and Google Earth Engine NDVI analysis—no costly IoT sensors needed. Includes real-world demand forecasting AI applied to yield prediction.

  • Key Points of Laos Digital Laws for Businesses — Data Protection and AI Compliance Checklist [25 Items]
    Updated:March 28, 2026

    Key Points of Laos Digital Laws for Businesses — Data Protection and AI Compliance Checklist [25 Items]

    Data protection, AI & cybersecurity checklist (25 items) for businesses in Laos under 3 key laws. Includes ASEAN DEFA compliance guidance.

  • How to Develop AI Talent in Laos? — Designing In-House AI Literacy Training Starting with Non-Engineers
    Updated:March 12, 2026

    How to Develop AI Talent in Laos? — Designing In-House AI Literacy Training Starting with Non-Engineers

    In Laos where engineer hiring is tough, upskilling staff in AI literacy offers the highest ROI. Learn a 3-phase training framework proven to produce job-ready talent within 6 months.

  • What is n8n? Why Start Business Automation with No-Code and How to Use It
    Updated:March 12, 2026

    What is n8n? Why Start Business Automation with No-Code and How to Use It

    n8n is a free, open-source workflow automation tool. Discover its benefits, real use cases, and cost estimates for small businesses in Laos.

  • How to Prevent Smartphone Scams in Laos: Cybersecurity Basics and 5 Defense Steps
    Updated:March 11, 2026

    How to Prevent Smartphone Scams in Laos: Cybersecurity Basics and 5 Defense Steps

    Protect yourself from rising mobile phone scams in Laos. Learn 5 steps to prevent fraud, spot SMS phishing, spoofed calls & OTP theft, and secure your BCEL One mobile banking.

  • Deploying Enterprise RAG in Production — Implementation Patterns for Agentic RAG and Hybrid Search Validated with a Lao Language Chatbot
    Updated:March 11, 2026

    Deploying Enterprise RAG in Production — Implementation Patterns for Agentic RAG and Hybrid Search Validated with a Lao Language Chatbot

    Boost RAG accuracy 15–30% with Dense+BM25 Hybrid Search & Agentic RAG. Step-by-step guide: chunking strategies, evaluation metrics, and CI/CD integration for production.

  • How Laotian Companies Can Start AI Demand Forecasting Without Big Data: A Practical Guide to Supply Chain Optimization
    Updated:March 10, 2026

    How Laotian Companies Can Start AI Demand Forecasting Without Big Data: A Practical Guide to Supply Chain Optimization

    For Lao enterprises. Learn practical demand forecasting steps using 3 months of sales data with a hybrid statistical + AI approach—no data scientist required.

  • How to Build a Lao-Language AI Chatbot — Achieving Practical Performance with a Low-Resource Language × RAG
    Updated:March 9, 2026

    How to Build a Lao-Language AI Chatbot — Achieving Practical Performance with a Low-Resource Language × RAG

    Build a Lao-language AI chatbot with RAG+LLM. Step-by-step guide covering low-resource language challenges, LLM selection, Mastra RAG pipeline setup, and automated quality evaluation.

  • Microfinance and Financial DX in Laos — Digitizing Finance Across 850 Village Banks in 6 Provinces
    Updated:March 6, 2026

    Microfinance and Financial DX in Laos — Digitizing Finance Across 850 Village Banks in 6 Provinces

    Laos fintech: DX of 850 village banks across 6 provinces via Lan Xang Banker, M-Money e-payments with 30K+ merchants, and SORAMITSU's CBDC pilot. Financial inclusion in a 26.8% banked nation.

  • AI Security Measures Checklist for Laotian Companies — Learning from OWASP LLM Top 10
    Updated:March 6, 2026

    AI Security Measures Checklist for Laotian Companies — Learning from OWASP LLM Top 10

    Security risks Laos companies must address when implementing AI/LLM based on OWASP Top 10 for LLM 2025. Checklists for prompt injection, data leaks, and hallucinations from local operations.

  • Laos Business AI Implementation Guide — 5 Steps to Achieve Operational Efficiency
    Updated:March 6, 2026

    Laos Business AI Implementation Guide — 5 Steps to Achieve Operational Efficiency

    5-step guide to AI adoption for Lao businesses: from process visualization to PoC, secure cloud setup, AI-human hybrid operations, and multilingual support.

  • LLM Security Implementation Guide | OWASP Top 10 Compliant with TypeScript Code
    Updated:March 6, 2026

    LLM Security Implementation Guide | OWASP Top 10 Compliant with TypeScript Code

    Explains multi-layered defense architecture compliant with OWASP Top 10 for LLM 2025 with TypeScript code. Covers prompt injection detection, PII masking, RBAC, output validation, and audit logging patterns.

  • Laos Digitalization: Current State and Outlook 2026 — Future Prospects and Business Opportunities
    Updated:March 20, 2026

    Laos Digitalization: Current State and Outlook 2026 — Future Prospects and Business Opportunities

    Laos digitalization: 63.6% internet penetration, national AI strategy & special zones. Explore DX trends in finance, telecom, agriculture & tourism, plus business opportunities.

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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Our Services

About our services

AI Hybrid BPO

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.

Learn More
AR Management Platform

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.

Learn More
MFI Platform

SMARTPHONE × CLOUD

MFI Platform

Manage all microfinance institution operations in one app. Centrally manage everything from applications to collections via smartphone and cloud. Enhance audit speed, accuracy, and transparency with AI and automation.

Learn More
RAG Implementation Support

RAG Implementation Support

We build RAG systems that leverage your internal knowledge to deliver accurate answers and streamline operations.

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