Build AI agents for business intelligence with Amazon Bedrock AgentCore | Amazon Web Services

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OPLOG, a technology-driven fulfillment company powered by AI and robotics, processes millions of items monthly across Türkiye, the United Kingdom, and Germany for major brands and global marketplaces. Operating a customer-agnostic fulfillment model where multiple brands share warehouse infrastructure, workers, and autonomous robots, OPLOG faced a challenge common to many B2B organizations: fragmented business data across systems resulted in delayed insights and manual reporting that consumed hours of productive time daily.

To address this challenge, OPLOG built a production-ready business intelligence (BI) system using AI agents deployed on Amazon Bedrock AgentCore. The solution processes business transactions autonomously, delivering real-time intelligence across sales pipeline management, data quality enforcement, and prospect research. The results demonstrate measurable business impact: 35% reduction in sales cycles, 91% improvement in CRM data completeness, and 98% reduction in manual research time.

In this post, we show you how OPLOG developed three AI agents using the ...

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Sources: OpenAI demoed a new “Astra” AI model family to US policymakers and regulators this week, touting its improved abilities to complete long-running tasks

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