Nowa- AI in the Service of Digital Health

Nowa: Designing a Digital Fertility Companion through Artificial Intelligence

Client Overview
Nowa is an emerging digital health startup developing an application focused on fertility, offering users reliable information and personalised recommendations. Their ambition is to support individuals and couples throughout their fertility journey with scientifically validated content enriched by AI.

Challenges Faced

• Extracting and structuring complex medical data from heterogeneous sources such as analysis reports and medical documents.

• Generating personalised reports tailored to different fertility stages and individual contexts.

• Enabling effective search and expert-validated article recommendations.

• Ensuring reliable answers rooted in a medically validated knowledge base to avoid misinformation.

• Developing a comprehensive product from an idea without a clearly defined roadmap.

Rakam AI Solution
Rakam AI supported Nowa by:

• Establishing an extraction pipeline structuring complex medical documents through a benchmark combining OCR and large language models.

• Developing an agent framework based on PydanticAI ensuring the consistency of user data workflows.

• Designing a personalised report generation engine aligned with each user's fertility stage and context.

• Implementing an intelligent search engine using Sentence Transformers to recommend pertinent articles.

• Building an expert-validated knowledge base to underpin AI-generated answers.

• Achieving a front-end integration in React in line with the application design.

Impact and Current Status

• The Nowa application is under development and not yet available to end users.

• Initial successes include transforming an idea into a functional prototype with a clear roadmap.

• Feature validation with stakeholders and medical experts, laying the foundation for a scalable, secure product suited to a sensitive medical context.

“Collaboration with Rakam AI enabled us to realise our vision into a reliable, medically validated digital companion dedicated to fertility.”

Next Steps

• Await the forthcoming public launch of Nowa.

• Contact Rakam AI to discover custom AI-driven digital health solutions.