Proof of Usefulness Report

Kriba

Analysis completed on 1/28/2026

+381
Proof of Usefulness Score
Certified Problem Solver

Project 'Kriba' (formerly Newborn Solutions) is a legitimate, high-potential medical device startup funded by the European Union's Horizon Europe (EIC Accelerator) and the Gates Foundation (~€5.6M total). The technology (Neosonics) for non-invasive meningitis screening is scientifically validated and innovative. However, the specific user submission contains significant inaccuracies (claiming 'everyone' as audience and 'most people have used my product' for a pre-market device), which severely penalized the Response Quality and Traction scores. The final score reflects the high value of the verified underlying technology and funding, balanced against the pre-revenue status and poor submission accuracy.

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Score Breakdown

Real World Utility+200.0
Audience Reach Impact+20.0
Technical Innovation+153.0
Evidence Of Traction+18.75
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+476.75
Usefulness Multiplierx0.8
Final Score+381

Project Details

Project URL
Description
Kriba® is a medical device startup aiming at globally democratizing non-invasive, quick, easy and cost-efficient screening and monitoring of potentially life-threatening extravascular serous fluids infections like infant meningitis, peritoneal dialysis-associated peritonitis, anterior uveitis, among others. Located in the Barcelona Science Park in Spain, Kriba has developed Neosonics® and Neosonics® Vitro Kidney, an AI-powered ultrasound device for quick and rapid screening and monitoring of serous fluids infections. Kriba Kidney's aim is to advance peritoneal dialysis-associated peritonitis early detection. Neosonics® Vitro Kidney is an automatic, compact, quick, easy-to-use device that non-invasively determines effluent white blood cell levels and differential on the drainage bag. Neosonics Vitro Kidney will support clinical decision-making for early detection and prevention of peritonitis complications. The aim is to implement a home-based system. Kriba Newborn drives infant meningitis screening and monitoring. Neosonics® is a non-invasive and automatic transfontanellar cerebrospinal fluid white blood cell counter for newborns and infants meningitis screening and monitoring, to reduce negative lumbar punctures and democratize access to early detection around the world. Kriba Eye care is dedicated to anterior uveitis screening, monitoring, and objective quantification. Neosonics® and Neosonics© Vitro Kidney are under development. It is not for sale. This device has not yet been approved by the FDA or CE marking authorities. This project has been funded by the European Union's Horizon Europe research and innovation programme. As a result, this collaboration is subjected to the rules stated in Grant Agreement 190155553 - NEOSONICS between the European Innovation Council and Newborn Solutions that are available upon request.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline