About N1 Precision
N1 Precision was born from the experience of a father navigating the relentless complexities of Dravet Syndrome with his son. After years of meticulously logging seizures, tracking medications, and searching for patterns in the data, one thing became painfully clear: the dartboard approach to dosing — adjusting medications based on guesswork and waiting to see what sticks — was not good enough.
There had to be a better way. A way grounded in data, in statistical rigor, and in the kind of analysis that gives caregivers and neurologists a real foundation for decision-making. That conviction became the driving force behind this platform.
With over 26 years of professional software development experience building mission-critical systems for organizations like L3Harris, ManTech, and Two Six Technologies, John brings an enterprise engineering mindset to a deeply personal problem. This is not a weekend side project — it is a production-grade analytics platform designed with the same rigor as the defense and intelligence systems he has spent his career building.
N1 Precision was architected from day one for enterprise scalability, data integrity, and long-term reliability. Automated database backups ensure your health data is always safe. The platform is built to grow with you — whether you are tracking for one patient or collaborating with a care team across multiple providers.
Philosophy
Every feature in this platform is rooted in a set of core principles developed through years of real-world caregiving and data analysis.
Medication adjustments should be gradual and methodical. Rushing dosage changes obscures what is actually working. By taking a measured, incremental approach, we give the body time to respond — and we give the data time to reveal real trends rather than noise.
Gut feelings and anecdotal observations are not enough when making critical health decisions. Statistical analysis provides an objective foundation for understanding what is truly happening — separating correlation from coincidence and giving caregivers the confidence to advocate with data.
Large datasets become meaningful when you can see them. Interactive charts and visual timelines surface trends that would be invisible in a spreadsheet — from subtle seasonal patterns to the true impact of a medication change weeks after it was made.
Epilepsy is complex, and the tools you use should reflect that. This is a full analytic platform, not a simplified tracker. Complex conditions demand nuanced answers, and dumbing things down means missing the patterns that matter most.
Your data can help others facing the same battles. With opt-in data sharing, anonymized insights from your tracking can contribute to a collective understanding of seizure patterns, medication efficacy, and environmental triggers — because no family should have to start from zero.
Technology
N1 Precision is powered by industry-leading technologies chosen for reliability, performance, and long-term maintainability.
A production-grade Vue.js framework powering the frontend with server-side rendering, file-based routing, and a modular architecture built for performance at scale.
A flexible, document-based database with automated backups and enterprise-grade reliability. Your health data is stored securely with redundancy, so nothing is ever lost.
Anthropic's Claude powers intelligent analysis and natural language features, helping surface insights from your data that would take hours to find manually.
A versatile, high-performance language powering data processing pipelines, statistical analysis, and machine learning models that drive deeper insights from your seizure data.
Enterprise-grade authentication via Google OAuth ensures your account is secure, with industry-standard encryption and session management.
A utility-first CSS framework enabling a responsive, accessible interface that works beautifully across all devices.
Globally distributed edge hosting delivers sub-second page loads and 99.99% uptime, so the platform is always available when you need it.