FBT AI Case Study (CN/JP/EN)

AI-Powered Strategic Research Automotive Tier-1 Market Research Case Study

FBT successfully deployed an AI-driven market research platform for a leading global Automotive Tier-1 supplier, leveraging AI Agents, RAG, and LLM to reduce research cycles from weeks to hours.

AI Market Research

Client Challenge

"How to quickly identify technical directions for next-gen products from massive information?"

Time-consuming and Inefficient

Traditional market research (public search, report compilation) takes weeks, relies heavily on manual labor, and cannot keep up with the rapid pace of market and technology changes.

Lack of Analytical Depth

Information sources are scattered. Public intelligence, internal knowledge, and historical reports cannot be effectively integrated, making it difficult to generate deep insights.

FBT's Solution

AI Agent Automated Research & Deep RAG Integration

FBT's solution is a B2B-focused "Multi-Agent + Workflow" platform. It replicates the business experience of senior market analysts, using AI Agents to automatically execute task decomposition, information retrieval, and report generation, storing all process information into the enterprise knowledge base.

Our platform combines AI Agents, RAG, and MCP technology to automate market research and technical analysis. It scans public data, integrates it with the client's internal product knowledge (RAG) and applies a Reasoning LLM to identify potential tech solutions for next-gen products. Finally, it auto-generates comprehensive reports and converts all insights into the client's internal knowledge base.

Solution Architecture

User Input
Research Topic / Intent
AI Agent Orchestrator
Task Decomposition
Info Collection
Reasoning & Analysis
Report Generation
Public Info (Search Engine)
Internal Knowledge Base (RAG)
Output
Analysis Report & KB Curation

Enterprise (B2B) vs. General (C-side) Tools

Unlike general-purpose tools focused on "generalization," our B2B solution is designed for "high precision." B2B decisions rely on strict data sources, traceable analysis, and deep integration with internal knowledge—capabilities that general tools cannot provide.

Platform Workflow

How our platform completes research through structured steps

(Scroll horizontally to see the full process)

Home List Topic: Start Search # Topic Lang Status Actions 1 PHEV trend analysis in Japan... JA Running Del 2 AI industry and Smart Car status JA Done Edit 3 Competitor patent monitoring EN Processing Del 1
Home Details Population and Age Distribution Analysis Analysis based on population size and age of Japanese consumers 1. Demographic Changes 2. Household Structure Shifts
Query: New Energy Vehicle Technology Roadmap AI Retrieved Image Text Snippet 1 (High Relevance) Text Snippet 2 (Medium Relevance) Text Snippet 3 (Low Relevance)
Core Conclusion: mmWave Radar is Mainstream Source 1: Patent Database "Market Technology Trends Report" Source 2: Industry Analysis "Tier-1 Vendor Competition Intel" Conclusion Verified (RAG-Verified) Linked Document Trace: Document_A12.pdf
Market Share Analysis Dashboard Japan Tier-1 Vendor Radar Market Share 35% Bosch 28% Conti 18% Denso 10% Others
Home Conversations AI KB Q: EV trends in the automotive market? A: Global EV sales ratio is primarily... (Source: RAG) PHEV Trend
Home Prompt Management Template Categories: Dimensionality Report Gen Details Category: Dimensionality analysis Template Name: Research Promotion Analysis Template Template Content: Instructions for AI Agent...
Home File Upload Filename: Type: Search # File Name Type Status Action 1 market-outlook-for-electric-charging News Pending Edit 2 mobilitydisennyaku4 Competition Pending Edit 3 env Regulations Processing Edit 1

* All charts are generated in real-time by the system, supporting export and interaction.

Implementation Results

The core goal is to output high-quality, traceable analysis reports, helping enterprises propose competitive product and development strategies.

Research Cycle Reduced to 1-2 Hours

Tasks that previously took weeks (due to varying directions and data limitations) are now reduced to an initial analysis in 1-2 hours via the AI platform.

Forms an Internal Expert KB

Valuable market info and analysis materials are auto-saved, gradually building an internal knowledge base for secondary dialogue and analysis.

Prompt Engineering Empowers Team

The Prompt Engineering library incorporates professional analysis methods and expert knowledge, providing a crucial foundation for expanding the AI's analytical dimensions.

Start Your AI Transformation

We are seeking partnerships with enterprises looking to leverage AI Agents for research, knowledge management, and product development.

© 2025 FBT Inc. All rights reserved.

About Us

株式会社ファーストビジネステクノロジーは、ビジネスを第一に考えたテクノロジー・サービスの提供を専門とするコンサルティング会社です。FP&Aテクノロジー導入、ERP導入、デジタルトランスフォーメーションなど、包括的なサービスを提供しています。私たちの目標は、クライアントのビジネス戦略の実行をサポートし、技術ニーズに最適なソリューションを提供することです。

 

 

First Business Technology is a consulting firm that specializes in providing business-first technology services. We offer a comprehensive range of services, including FP&A technology implementation, ERP implementation, and digital transformation. Our goal is to support clients in implementing their business strategies and provide the best solutions for their tech needs.

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+81 080 4060 0722
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