Ubun Launches 'Amazon AI Agent Construction Support Service'
Ubun, a growth partner for EC brands, has launched a service to build AI agents for Amazon sellers and vendors. By combining its proprietary MCP server with Claude Cowork, the service automates analytics and strategy formulation.
📋 Article Processing Timeline
- 📰 Published: May 25, 2026 at 22:19
- 🔍 Collected: May 25, 2026 at 14:01
- 🤖 AI Analyzed: May 27, 2026 at 14:32 (48h 30m after Collected)
On May 25, 2026, Ubun, a growth partner realizing the expansion of e-commerce brands through Amazon-focused marketing technology, announced the launch of the 'Amazon AI Agent Construction Support Service.'
This service combines Ubun's proprietary 'Ubun BASE MCP Server' with Anthropic's Claude Cowork to automate and advance analytics, insight generation, and strategy formulation for Amazon sellers and vendors using AI agents.
## Background
In Amazon operations, significant labor has long been required for data collection, reconciliation, and visualization. While data integration has progressed through the spread of SaaS, analyzing dashboards—'interpreting,' 'drilling down,' and 'planning the next move'—still relies on individual experience, causing major operational bottlenecks. With the evolution of LLMs like ChatGPT and Claude, it has become realistic to delegate this analytical decision-making to AI agents.
## Service Overview
To establish AI agents as a 'business partner' in the field, this service provides five elements in a one-stop solution:
- Ubun BASE MCP Server: Converts accumulated data into a format Claude can handle in natural language, pre-set with factor analysis frameworks.
- Claude Cowork Setup: Handles initial environment construction to connection settings. DCR support eliminates the need for API key management.
- Training Support: Accompanies clients in designing agent operations, creating prompt assets, and establishing review methods.
- Sponsored Ad Management (Optional): AI-powered ad operation using Amazon Ads MCP. Early trials available.
- Customer Support: Continuous assistance for agent behavior inquiries, connection troubleshooting, and prompt improvements.
## Key Capabilities
- Transform Amazon data analytics, insight generation, and strategy planning into an AI agent-driven workflow.
- Analyze sales, advertising, and AMC data cross-functionally through natural language instructions, with automated generation of PPT reports.
- Automation of monitoring and alerts.
This service combines Ubun's proprietary 'Ubun BASE MCP Server' with Anthropic's Claude Cowork to automate and advance analytics, insight generation, and strategy formulation for Amazon sellers and vendors using AI agents.
## Background
In Amazon operations, significant labor has long been required for data collection, reconciliation, and visualization. While data integration has progressed through the spread of SaaS, analyzing dashboards—'interpreting,' 'drilling down,' and 'planning the next move'—still relies on individual experience, causing major operational bottlenecks. With the evolution of LLMs like ChatGPT and Claude, it has become realistic to delegate this analytical decision-making to AI agents.
## Service Overview
To establish AI agents as a 'business partner' in the field, this service provides five elements in a one-stop solution:
- Ubun BASE MCP Server: Converts accumulated data into a format Claude can handle in natural language, pre-set with factor analysis frameworks.
- Claude Cowork Setup: Handles initial environment construction to connection settings. DCR support eliminates the need for API key management.
- Training Support: Accompanies clients in designing agent operations, creating prompt assets, and establishing review methods.
- Sponsored Ad Management (Optional): AI-powered ad operation using Amazon Ads MCP. Early trials available.
- Customer Support: Continuous assistance for agent behavior inquiries, connection troubleshooting, and prompt improvements.
## Key Capabilities
- Transform Amazon data analytics, insight generation, and strategy planning into an AI agent-driven workflow.
- Analyze sales, advertising, and AMC data cross-functionally through natural language instructions, with automated generation of PPT reports.
- Automation of monitoring and alerts.
FAQ
「Amazon AIエージェント構築支援サービス」とはどのようなものですか？
Ubun BASE MCPサーバーとAnthropic社のClaude Coworkを連携させ、Amazon運用におけるデータ分析、示唆出し、戦略立案をAIエージェントで自動化・高度化する支援サービスです。
どのような分析が可能になりますか？
売上、広告、Amazon Marketing Cloud（AMC）のデータを横断的に分析し、月次レポートの示唆出し、ASIN別の動向分析、広告アロケーション評価、来期の戦略仮説立案などを自然言語による指示で行えます。
Ubun BASE MCPサーバーの役割は何ですか？
蓄積されたAmazon運用データをClaudeから自然言語で扱える形に変換する独自サーバーです。目標管理や要因分析フレームワークがプリセットされており、AIが分析や提案に集中できるよう設計されています。
広告運用の自動化にも対応していますか？
オプションとして、Amazon公式のAmazon Ads MCPを用いたAIエージェントによる広告運用支援を提供しています。
導入のメリットは何ですか？
これまで担当者のスキルや経験に依存し、属人化していた分析・意思決定業務をAIエージェントに委ねることで、工数の削減と運用精度の向上が実現できます。