When AI doesn't see you, it can't serve you.
Built for 100% | Rooted in 84%
At PAICON, we believe precision medicine must serve everyone — not just a privileged few. The Remaining84 movement is our commitment to rebuild cancer AI with true global representation at its core.
Because real progress leaves no one behind.
To redefine innovation through inclusion.
We deliver ethical, globally validated cancer AI solutions — bridging scientific excellence with real-world relevance for all populations.
No patches. No shortcuts. Just responsible precision — built to honor every life, everywhere.
We're creating a future where technology doesn't just treat — it empowers — across all ancestries, geographies, and communities.
We have built something revolutionary – a diverse, curated and harmonized data-lake, sourced from all over the world, capturing a wide range of technical, genetic and clinical data to eliminate diagnostic bias.
Cancer AI Is Leaving 84% of the World Behind
Exclusion Is Expensive - Clinically and Financially
Diversity Enables Precision, Exclusion Leads to Failure
Multi-modal data unlocks smarter, safer AI.
We combine histopathology with clinical and demographic metadata and are expanding to radiology and genomics. Our pipeline is designed to capture biologically and technically diverse inputs — building a foundation for globally scalable diagnostic and therapeutic models.
A globally sourced, technically curated oncology dataset.
PAICON’s datalake spans 50+ countries, 10+ ethnicities, and 60+ tumor types with over 3 million images. Every case is harmonized for structure and quality, delivering stratified, audit-ready data that’s model-ready from day one.
Robust, inclusive data fuels better predictions and outcomes.
Diverse datasets reduce bias, increase generalizability, and improve model accuracy across populations. From patient stratification to outcome prediction, our data enables AI that doesn’t just perform — it performs equitably.
We provide:
Whether you're optimizing a single step or scaling an entire pipeline, our solutions adapt to your needs — scientifically, technically, and globally.
Explore our 4-part campaign series that uncovered where exclusion begins, how it spreads, and what it’s already costing science, pharma, and patients.
→ Browse each chapter to see what we found and how PAICON is changing it.
Watch how PAICON is addressing representation bias in cancer AI and creating a future where technology serves everyone, not just a privileged few.
"Everyone deserves a future where their health, their story, and their life matter. Because real progress leaves no one behind."
AI is transforming oncology—but without global representation,
it risks deepening inequities.
PAICON is leading a new standard where equity is not a feature—it's the foundation.
Reach out to us, and our team will get back to you promptly. Let's connect and find the solutions you need.