Personal Data & Analytics
A multi-platform product helps users organize nutrition, activity, and user-provided wellness data, then choose between a simplified summary and deeper analytics.
The client
Food ABCs is a multi-platform personal health-data and analytics platform. It helps users bring information together, explore their own data, and make that information available to compatible third-party applications. The product began with nutrition tracking and grew into a broader data and engagement experience.
A multi-platform product helps users organize nutrition, activity, and user-provided wellness data, then choose between a simplified summary and deeper analytics.
Before
The original need was practical: make nutrition logging more understandable and less manual. Users needed to search USDA food data, build a meal visually on a digital plate, and see relevant nutrition information, including PRAL, in one place. The experience was designed for nutrition-data exploration, not medical guidance.
What we built
Lawlor Solutions built the first meal-log release quickly around USDA food search, a visual digital plate, and a clear view of the available nutrition information. That focused starting point made the core interaction tangible before the product expanded.
The meal experience grew to include more detailed data, an A-to-F meal score, and meal analysis assisted by super intelligence (SI) that provides nutrition and portion estimates. Those SI results are estimates for personal data exploration. They do not diagnose users or provide medical advice.
From there, Food ABCs grew into a broader personal-data and engagement platform. Users can optionally connect Apple Health and Health Connect data, explore activity and user-provided wellness information such as weight, BMI, blood pressure, and sleep, and take part in educational games and social features including friends, visible progress, badges, rewards, and energy. Participation programs and incentives can support engagement, while an open API makes available data accessible to compatible third-party applications.
The receipts
Food ABCs reports that 90% of users remain active for at least one month. Users can choose between a simplified, at-a-glance in-app score or summary and deeper analytics of their available data. The summary is presented for personal exploration only. It is not a medical evaluation and does not identify what a user must improve.
Under the hood
Food ABCs is delivered as a multi-platform application with an open integration surface. Backend implementation remains intentionally high-level.
Bring Jake the workflow you want to improve. Together, we'll map how it works, build the real software at a fixed price, and get it live in a month or less, with code you own.
DirectWork with Jake
1 monthOr less to launch
ClearFixed price before build
OwnedYour code and IP
