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Silentra Networks Silentra Networks

Test Report Analysis

Graph DB + AI agent: ingest heterogeneous test artefacts, unify relationships across runs and builds, and let an agent summarise failures, blast radius, and next actions instead of drowning in CSVs and dashboards.

In large-scale testing environments, where tens of thousands of test cases are executed, the volume of generated test reports can be overwhelming. Traditionally, analyzing these reports requires significant manual effort, with engineers spending hours extracting insights, identifying trends, and responding to stakeholder queries. This process not only consumes time but also introduces delays in decision-making. Our AI-powered test report analysis transforms this experience by leveraging advanced RAG (Retrieval-Augmented Generation) pipelines. Once your test results are generated through existing processes, they are ingested into the system and converted into a structured, searchable knowledge base. This enables deep, intelligent analysis of test outcomes without disrupting your current workflow. With this approach, stakeholders no longer need to depend on QA teams for every insight. Management can directly query the system—asking questions about defect trends, failure patterns, coverage gaps, or release readiness—and receive instant, accurate responses. By eliminating delays and reducing dependency on manual intervention, this solution democratizes access to critical data, empowering faster, more informed decision-making and making the entire QA process more agile and responsive.

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