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Build AI agents for business intelligence with Amazon Bedrock AgentCore

AWS Machine Learning Blog · May 21, 2026 · Product Launches

OPLOG deployed AWS Bedrock AgentCore BI agents achieving 35% faster sales cycles and 98% less manual research

“35% reduction in sales cycles, 91% improvement in CRM data completeness, and 98% reduction in manual research time”

OPLOG, a fulfillment company, built a production BI system using three AI agents on Amazon Bedrock AgentCore with Anthropic Claude Sonnet, addressing fragmented data across HubSpot, Databricks, and Microsoft Teams. The deployment delivered measurable outcomes including 35% shorter sales cycles and near-elimination of manual research overhead. This is a notable enterprise AI agent case study but primarily serves as AWS product marketing rather than a novel industry signal.

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