Insights

Perspectives on healthcare data infrastructure.

Thinking from the Sequoia Port team on the challenges of medical records processing, intelligent data systems, and building infrastructure for critical industries.

Infrastructure

Why summarization isn't the hard part

Most solutions in this space try to summarize medical files. That's useful, but it's surface-level. The real challenge is structuring raw, unstructured data into clean, trustworthy foundations your models and workflows can build on.

Enterprise

The data layer your LLMs are missing

When organizations connect raw healthcare files to large language models, the results are unreliable. Not because the models are bad, but because the data going in was never prepared for them. Structured input changes everything.

Compliance

Security as architecture, not afterthought

Zero data retention*, full audit trails, and Business Associate Agreements aren't features we added to win deals. They're how the platform was designed from day one. A look at building compliance into the foundation. *Zero data retention for LLM processing available on request.

Connectivity

MCP and the future of healthcare data interoperability

Model Context Protocol connectivity bridges structured healthcare data to LLMs, analytics platforms, claims systems, and case management tools. What this means for organizations handling millions of pages.

Want to learn more about how Sequoia Port approaches healthcare data infrastructure?