Atom AI - Enterprise IT Support AI Assistant

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Atom AI - Enterprise IT Support AI Assistant

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Atomicwork, an IT service management company, launched Atom AI, a digital assistant designed to transform IT support for modern enterprises by providing seamless self-service solutions. By leveraging Cohere's advanced models Command R+ and Rerank with retrieval-augmented generation (RAG), Atomicwork created a tool that significantly enhances IT support efficiency. Atomicwork faced a significant challenge: customers struggled to connect disparate business applications and internal services, leading to complex integrations and operational inefficiencies. IT departments had to manage an overwhelming volume of requests related to enterprise information, software updates, app provisioning, and troubleshooting. These recurring tasks accounted for 70% of total incoming IT requests, consuming 50% of IT teams' productive time. Atomicwork's solution connected various enterprise data sources such as SharePoint, Confluence and other knowledge bases to enable comprehensive data retrieval, allowing employees to search and find answers directly from Slack and Microsoft Teams. The company employed Cohere Command R+ and Rerank models for high accuracy and reduced latency. Cohere's RAG system was pivotal in grounding responses in enterprise knowledge. Atomicwork customized its retrieval mechanism to use less context, improving accuracy. Evaluation was structured around faithfulness, relevancy and context recall. Building the solution took less than a week from first contact to production-ready implementation.

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