Why We Self-Host Everything: A Healthcare AI Startup’s Guide to Sovereign Infrastructure

Cloud-first fails for healthcare AI. Here is how IntelMedica runs LLMs, databases, and Kubernetes on self-hosted infrastructure at $0 per token.

Cloud-first fails for healthcare AI. Here is how IntelMedica runs LLMs, databases, and Kubernetes on self-hosted infrastructure at $0 per token.

Why bolt-on AI fails in healthcare. IntelMedica's Intelligent UI rethinks clinical workflows from scratch with AI-native architecture.

Autonomous AI agents are transforming healthcare workflows. We analyze what current benchmarks reveal — and miss — about clinical AI readiness.

How IntelMedica's Talk to LLM project brings natural voice interaction to clinical AI, enabling hands-free documentation and decision support.

Why 4B-parameter models outperform 70B+ models for clinical tasks. Cost, latency, privacy, and performance data from IntelMedica's production systems.

Learn how IntelMedica's Doc Assist AI uses a 7-layer anti-hallucination architecture to cut prior authorization turnaround from days to minutes.