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AI Automation

20 summarised stories about AI Automation, each linking back to the original source. Browse all topics →

Friday, 10 July 2026

Scaling agentic workflows with native case management in Amazon Quick Automate

AWS Machine Learning 6 days ago

Amazon Quick Automate adds native case management to help enterprises run AI agents at scale, tracking work items through defined lifecycle stages while handling human oversight and parallel processing. The service enables organizations to process thousands of work items in production by providing visibility into workflow state, exception handling, and human-in-the-loop capabilities with built-in audit logging. Case management allows enterprises to automate complex business processes reliably by separating data ingestion from processing, enabling multiple parallel processors to handle concurrent work items and meet service level agreements.

How KTern.AI built agentic AI for SAP on Amazon Bedrock AgentCore

AWS Machine Learning 6 days ago

KTern.AI built agentic AI agents on Amazon Bedrock AgentCore to automate SAP digital transformation workflows including reverse engineering, process analysis, and exception mining. The platform achieved 45 percent reduction in SAP project timelines, 60–70 percent faster discovery and assessment phases, and new agents deploy to production in 4–6 hours versus the previous 2–3 week development cycle. The shift eliminated custom infrastructure overhead and freed 480 engineering hours per month that the company reinvested into agent capabilities.