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ROYAL AGENT株式会社 Tech Stack

AI/data agency building RAG systems and data platforms in Japan

IT Services and IT Consulting Shinjuku-ku, Tokyo 2–10 employees Privately Held

Royal Agent is a Tokyo-based AI and data consulting firm with 2–10 employees, currently in hiring acceleration mode. The tech stack reveals a full data engineering backbone (Snowflake, Redshift, dbt, Airflow) paired with modern AI infrastructure (Azure OpenAI, RAG, LLMs, VLMs) and multi-cloud deployment (AWS, GCP, Azure). Project focus on RAG-based personalization, expert-matching automation, and large-scale data search suggests the agency is moving beyond traditional consulting into custom AI product builds — a shift underscored by active backend SaaS work and pipeline-stage hiring weighted heavily toward senior engineering roles.

Tech Stack 25 technologies

Core StackRAG Go Python Snowflake Redshift dbt Apache Airflow AWS Terraform Docker Vue React C# SQL Server GitHub Slack Jira Confluence Git SQL GCP Azure Azure OpenAI ASP.NET Core

AdoptingOpenAI API

What ROYAL AGENT株式会社 Is Building

◆Challenges

Data asymmetry
Workflow digitization
Data preparation challenge
Scaling engineering organization
Large-scale data search infrastructure improvement
Engineering productivity improvement
Improving data quality across multilingual datasets

▲Active Projects

Next-generation ai projects (rag/llm/vlm)
Data platform construction
Data pipeline development
Generative ai implementations
Large-scale data search infrastructure
Ci/cd pipeline setup
Backend system design for saas products
Automating research operations using generative ai to improve expert-matching accuracy
Generating expert outreach messages and client-facing recommendation content using ai
Exploring rag-based systems to personalize content feeds based on individual interests and career data

Hiring Activity

Accelerating7 roles · 4 in 30d

Department

Engineering

5

Data

1

Research

1

Seniority

Senior

5

Mid

2

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About ROYAL AGENT株式会社

Royal Agent is an AI and data consulting agency operating from Shinjuku-ku, Tokyo. The firm specializes in career development consulting and data-driven transformation work, with current projects spanning data platform construction, generative AI implementations, RAG systems, and research operations automation. The agency serves clients across Japan and operates across multiple cloud providers (AWS, GCP, Azure), suggesting enterprise-grade infrastructure demands. Current hiring velocity indicates scaling from a small core toward a more distributed engineering organization, with a focus on senior-level talent in engineering and specialized research roles.

HeadquartersShinjuku-ku, Tokyo

Company Size2–10 employees

Hiring MarketsJapan

Frequently Asked Questions

What AI and data technologies does Royal Agent use?

Core stack: RAG, Go, Python, SQL, Snowflake, Redshift, dbt, Apache Airflow, Azure OpenAI, and multi-cloud (AWS, GCP, Azure). Recently adopting OpenAI API. Full CI/CD pipeline on GitHub with Docker containerization.

What projects is Royal Agent working on?

Next-generation AI projects including RAG/LLM systems, data platform construction, generative AI implementations for research automation, expert-matching via AI, and RAG-based personalization for career content feeds.