Our Roadmap
Join us on a mission to transform early disease detection. TOBY is building a platform designed to detect multiple conditions early, using a single, simple urine sample. While our long-term vision is to expand across various disease conditions, we recognize that groundbreaking change starts with focused, decisive steps.
Explore our development journey and see how we’re shaping the future of early detection.
Performance
AUC, or “Area Under the Curve,” is one of the most important ways to evaluate how well a diagnostic model performs. It measures how accurately a test can distinguish between positive and negative cases, such as cancer and no cancer.
AUC values range from 0.5 to 1.0:
- AUC = 0.5 means the test performs no better than random chance
- AUC = 1.0 means the test is perfect
Diagnostic tests are typically rated as follows:
- Below 0.8 is considered poor performance
- Above 0.8 is a strong test
- Above 0.9 is excellent
Improving performance becomes more difficult at the high end of the scale, but the payoff is critical. That is why TOBY is being built to meet the highest bar. Our goal is to consistently deliver AUCs above 0.9, ensuring excellent performance in early cancer detection.
Active Applications of the TOBY Platform
Current Applications
TOBY Oncology is the first active application of our VOC platform, using spectroscopy and AI to detect early cancer signals from a simple urine sample.
TOBY Oncology
OncologyFuture Applications of the TOBY Platform
Future Applications
Our platform analyzes VOC patterns that vary across organs and systems. While TOBY Oncology is our first active application, our long-term vision includes many fields where VOC signatures may support early detection.
TOBY Brain
Neurology
TOBY Heart
Cardiology
TOBY Metabolism
Endocrinology & Metabolism
TOBY Mental Health
Psychiatry & Behavioral Medicine
TOBY Immune
Immunology
TOBY Lung
Pulmonology
TOBY Hormone
Endocrinology
TOBY Gut
Gastroenterology & Hepatology
TOBY Kidney
Nephrology
TOBY Bone & Joint
Orthopedics & Physical Medicine and Rehabilitation
TOBY Infection
Infectious Diseases
TOBY Dental
Dentistry / Oral Medicine
TOBY Longevity
Longevity