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A healthcare organization needed AI to process sensitive patient documentation. But sending patient data to the cloud? HIPAA violation. Off-the-shelf AI tools were off the table. Here's the architecture we built: ✦ Split inference — model split between local hardware and cloud compute ✦ Patient data never leaves their local environment ✦ Only anonymized embeddings processed externally ✦ Full LLM capability at 8.7–9.3 tokens/second over real networks ✦ Zero PHI exposure. Full AI capability. Their compliance team signed off. Their clinical team actually uses it. This approach is documented in our published research on arXiv (link in comments). Book a free consultation at expertcoders.net #HealthcareAI #PrivacyAI #HIPAA #LLM #AIAgents #CustomSoftware #ExpertCoders #HealthTech

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