CASE STUDIES

AMCOLAB focuses on AI & Automation in Action for a new era and new generation.

Featured cases

Operations Transformed

Direct insights into how we solved critical operational bottlenecks for industry leaders.

Featured Case

Business Automation · E-commerce

EC Operations Automation — Shopify × Kintone × Shipping API

A Japan-based EC operator was spending 3–4 hours daily on manual data entry across order, inventory, and shipping systems — three tools with no sync between them.

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AI · Back-office Automation · DX

AI Invoice Processing — Auto-Extract from LINE or Google Drive

Back-office teams manually keyed invoice data into accounting systems. AMCOLAB built an AI extraction pipeline supporting two input paths: LINE chatbot photo upload or Google Drive file drop.

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Business Automation

Enterprise Document RAG - 40TB Private Knowledge Base with Local LLM

A research-intensive enterprise was sitting on 40TB of accumulated knowledge - scientific papers, lab reports, and scanned PDFs - with no way to search across them intelligently. Employees spent hours digging through folders to find precedents. AMCOLAB deployed a fully on-premises RAG system with a local LLM, making the entire archive queryable in seconds with zero data leaving the building.

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Showing 8 of 8 case studies

Platform Development · Real Estate · Video

Platform Development

Real Estate Platform with Short Video and Livestream Open Houses

Property agencies were spending significant time on 1-on-1 in-person showings for buyers not yet ready to commit. The client needed to reach multiple buyers simultaneously before physical visits.

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AI · Platform Development · HR

AI Recruitment Platform with Compatibility Scoring

A recruitment platform needed to surface workplace compatibility — working style, communication preference, cultural fit — not just keyword matches. Standard job board search was missing the signals that matter most in Japan.

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Business Systems · Manufacturing · AI

Business Systems

Auto-Generate Product Manuals at Scale — 30,000+ Templates

A manufacturer needed user manuals for tens of thousands of product models. Manual production was completely impractical at catalog scale — each product had unique specs but followed standardized documentation formats.

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AI · Computer Vision · F&B

Real-Time Food Quality Inspection via Computer Vision

A food company needed consistent quality control on a production line. Human visual inspection was subjective, inconsistent between shifts, and could not scale to production volume.

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Business Systems · DX · Professional Services

Business Systems

Funeral Operations DX — Excel and Paper to Centralized System

A funeral services operator managed every stage — intake, scheduling, supplier coordination, billing — through Excel and paper. Information was siloed to individuals.

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Platform Development · B2B Marketplace

Platform Development

B2B Equipment Maintenance Matching Platform with Escrow Payment

Equipment owners in agriculture and construction could not find reliable maintenance specialists. Service providers had no channel to reach B2B clients.

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AI · Media & Entertainment · Mobile

AI Idol Livestreaming App

An AI-powered virtual idol platform that enables autonomous livestreaming and real-time fan interactions through natural conversations, expressive voices, and animated avatars.

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AI · Voice AI · F&B

Multilingual Voice AI for Restaurant Ordering

A multilingual AI voice ordering platform that combines LLMs, structured conversation management, and voice technologies to deliver reliable restaurant ordering experiences through natural, real-time conversations.

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