Introducing Automorphism: Building the Future of Nutrition Tracking

Learn about our mission to democratize nutrition tracking through modern technology and why we built Kilo, a comprehensive nutrition app for Apple platforms.

September 23, 2025 · Company News

Welcome to Automorphism

Today marks an exciting milestone—we’re officially introducing Automorphism and our flagship product, Kilo, a modern nutrition tracking app built from the ground up for Apple platforms.

Why We Started Automorphism

The idea for Automorphism came from a simple frustration: existing nutrition apps were either oversimplified to the point of being useless, or so complex that tracking food became a chore instead of a helpful habit.

We saw an opportunity to apply modern technology and user-centered design to create something better—an app that makes nutrition tracking genuinely helpful and sustainable for real people with real lives.

The Problem with Existing Solutions

After trying dozens of nutrition tracking apps, we identified consistent problems:

🐌 Outdated Technology

Most nutrition apps feel like they were built a decade ago. Slow, clunky interfaces that haven’t kept up with modern mobile design standards.

📊 Inaccurate Data

Nutrition databases filled with user-submitted entries of questionable accuracy, leading to unreliable tracking and poor insights.

🎯 One-Size-Fits-All Approach

Generic recommendations that don’t account for individual differences in metabolism, activity level, or health goals.

📱 Poor Cross-Device Experience

Apps that work okay on one platform but provide inferior experiences on others, with inconsistent syncing and feature gaps.

Our Solution: Kilo

Kilo addresses these problems through modern technology and thoughtful design:

⚡ Native Performance

Built with SwiftUI and SwiftData, Kilo delivers the smooth, responsive experience you expect from modern Apple apps across iPhone, iPad, Mac, and even Apple Vision Pro.

🏛️ Authoritative Data

We integrate with USDA FoodData Central, providing access to over 350,000 foods with scientifically-verified nutritional information.

🧠 Personalized Intelligence

Advanced algorithms calculate your personal BMR and TDEE, then provide customized macro recommendations based on your individual goals and activity level.

🔄 Seamless Everywhere

True universal app with feature parity across all Apple platforms and automatic iCloud syncing.

The Technology Behind Kilo

Modern Swift Architecture

  • SwiftUI for declarative, performant user interfaces
  • SwiftData for robust local storage with automatic cloud syncing
  • Combine for reactive programming and smooth user interactions

Privacy by Design

Your health data stays private and secure:

  • End-to-end encryption for data syncing
  • Local processing for sensitive calculations
  • No data mining or selling of personal information

Comprehensive Feature Set

  • Smart food search with learning capabilities
  • Detailed nutrition analytics and trend tracking
  • Integrated weight management
  • Customizable goals and recommendations

What’s Next

This is just the beginning. Our roadmap includes:

  • Enhanced Analytics: Machine learning-powered insights about your nutrition patterns
  • Meal Planning: AI-assisted meal planning based on your preferences and goals
  • Health Integration: Deeper integration with Apple Health and fitness tracking
  • Community Features: Optional social features for accountability and motivation

Join Our Journey

We’re building Automorphism to be a long-term partner in your health journey. Whether you’re tracking macros for athletic performance, managing weight, or simply wanting to understand your nutrition better, Kilo is designed to grow with your needs.

Ready to get started? Download Kilo today and experience the future of nutrition tracking.


Have questions or feedback? We’d love to hear from you. Get in touch or follow our progress on Twitter.

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