Yo everyone 👋

I regularly do blood tracking (bloodwork) across multiple countries and labs — monitoring biomarkers relevant to longevity and performance.

One recurring problem:

Each lab uses different terminologies, formats, units, and report layouts. That makes it hard to automatically extract, normalize, and track the data across time.

I’ve tried various OCR and auto-import services like Insidetracker & Carrot Care etc. (from PDFs, lab portals, etc.), but they consistently fail — either at correctly reading the data or mapping the markers. So far, nothing has been reliable and user-friendly across labs.

My question to you:

Are there any services or stacks you’ve found that combine:

• automated data extraction from lab reports (PDFs, portals, etc.)

• standardized biomarker mapping across countries/lab systems

• and importantly: human quality control or a concierge-style verification/update service?

Bonus if it includes time-series visualization and health tracking over time.

How do you manage this across borders? What tools or workflows do you use for reliable, longitudinal biomarker tracking?

Thanks in advance — curious to learn from your setups!

#biomarkers #longevity #bloodwork #healthdata #OCR #quantifiedself #digitalhealth #labs #healthstack

@cosmin
@floris-roltsch
@derek-wright