Ubun Launches 'Amazon AI Agent Construction Support Service'

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.