Build AI agents for business intelligence with Amazon Bedrock AgentCore

This article describes how OPLOG, an AI-powered fulfillment company, built three AI agents using Amazon Bedrock AgentCore to transform business intelligence operations.

• Deal Analyzer Agent validates sales pipeline deals daily against methodology, reports to Microsoft Teams
• Sales Coach Agent enforces real-time data quality when deal stages change, creates tasks for missing fields
• Lead Insight Agent automates prospect research across six social media platforms, assesses ICP fit
• Architecture uses Bedrock with Claude Sonnet, Knowledge Bases for RAG, Lambda, EventBridge, and AgentCore Browser
• Results: 35% faster sales cycles, 91% CRM data improvement, 98% reduction in manual research time
• 99.9% availability with serverless pay-per-execution pricing model

OPLOG demonstrates how AI agents on Bedrock AgentCore can autonomously process business data across disconnected systems, delivering real-time intelligence while eliminating manual reporting overhead.