| The problem engineering teams hit in production |
Clinical and medical product experiences break when retrieval is brittle: |
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Problems visual showing fragmented data sources |
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Clinical text is messy, inconsistent, and synonym-heavy |
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Workflows require strict constraints (tenant, role, facility, patient scope, timeframe) |
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Multimodal data (imaging, video, transcripts) demands fast similarity search plus governance |
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RAG and agents fail without reliable retrieval and citation-friendly context |
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