Just a Bite Better
Employing natural language processing (NLP) to create a powerful web and mobile app that improves people’s lives by rethinking nutrition.
Just a Bite Better

years of collaboration and ongoing
people team
full product versions with responsive web, Android, and iOS apps
About the Client
Just a Bite Better is an AI-driven platform aimed at improving people’s lives through rethinking nutrition. The product employs natural language processing to transform text messages about users’ eating and drinking habits into profound nutritional calculations and subsequently personalized nutrition plans based on mathematical models.
Challenges
The client approached us with a vision of a cross-platform tool designed to enhance nutrition awareness and empower individuals with control over their dietary choices. They wanted to develop an application that would seamlessly integrate AI-driven insights and customer-friendly features. Working closely with the founder and CEO of Just a Bite Better, we turned that vision into reality, achieving both technical and product development goals.
Solutions
Throughout our 3-year collaboration, we have maintained an optimal balance between systematizing habit formation and keeping it satisfying and engaging for its users. Implementing insights from user testing, we have conducted a few rounds of redesign to find a product-market fit and satisfy the target audience.
With the adoption of Microsoft’s LUIS and Azure Bot, we have seamlessly delivered complex backend processes, bringing to life features envisioned by the client and loved by end users.
Lerpal has streamlined the platform’s operations, handling thousands of messages per user and building nutrition plans and well-being forecasts based on the most recent and relevant insights.
Results
Within the first six months following its launch, Just a Bite Better gained an impressive 4.9-star average rating across app stores. This attests to its effectiveness and positive impact on users’ lives. Moreover, customers have reported an average 30% improvement in overall well-being since adopting the application.
Project details
Timeline
2020-ongoing
Deliverables
AI Nutrition & Forecasting Engines, NLP Integration, Web App, Mobile apps
Industry
Health & Wellness, HealthTech
Services
- AI / ML
- DevOps & SRE
- Backend
- Frontend
- Mobile
- QA
- Support & Maintenance
Technologies
- LLM
- Swift
- Kotlin
- Python
- Symfony
- PHP
- LUIS
- React
Client Feedback

Just a Bite Better, Founder
When envisioning Just a Bite Better, we aimed to create an intuitive app that simplified the complex journey of nutritional habit change, resonating with users’ daily lives.
Our partnership with Lerpal brought transformative changes to the product. Their technical acumen and innovative solutions significantly improved our platform’s functionality, resulting in boosted market position.
Working with Lerpal was a positive and collaborative experience marked by clear and proactive communication, exemplary support, and a strong sense of partnership in achieving our mission.
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