The program says upper/lower/rest. Your actual pattern says Tuesday/Thursday/Saturday with occasional Sunday additions. A system that detects your real schedule beats one that assumes the plan.
Your wearable data contains early warning signals that precede readiness dips by 1-5 days. We built a system that learns which signals matter for you personally — and warns you before the dip arrives.
Calorie counting is table stakes. Omnio validates your logs against government nutrition databases, scores meal quality, tracks 35 micronutrients and polyphenols, classifies your dietary pattern, and connects what you eat to how you sleep, recover, and train.
Most calorie calculators give you a number based on a formula from the 1990s and call it a day. Omnio watches what you actually eat, how your body actually responds, and learns your real metabolic fingerprint over time.
Every fitness app says it 'learns.' We wanted to prove it. Here's why we chose Bayesian parameter estimation over neural nets, how six independent sub-models personalize your training, and why the system can never be worse than a textbook.