Round 1 Winners!
Proof of Usefulness Report

Sownder AB

Analysis completed on 3/23/2026

+31.71
Proof of Usefulness Score
You're In Business

The project addresses a genuine real-world need in healthcare scheduling but suffers from highly exaggerated and unverifiable claims regarding traction and audience reach ('everyone', 'most people have used my product'). A 30-person team launched in 2015 with a confusing 'marketcap' of 50,000 raises significant red flags, severely impacting the evidence of traction and overall response quality scores.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+9.0
Evidence Of Traction+0.625
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+33.375
Usefulness Multiplierx0.95
Final Score+32

Project Details

Project URL
Description
The population is getting older and, at the same time, there will be a less percentage who can pay for the resources in healthcare by means of taxation. Surgical operations are the most expensive field in secondary care. This is a staff-intensive business that is complex to plan and operate. In some regions, waiting time for surgery is long and suspended operations are a fact due to resource shortages. Today, all planning and scheduling of personnel and operations is done manually. The purpose of Sownder is to provide decision support for efficiency in operations. This decision support consists of three parts: (i) scheduling; (ii) automatic data analysis and prediction; and (iii) analysis and continuous monitoring of operations using key ratios. The scheduling part is modeled based on the concept of working with parallel operations for scheduling operations and personnel. This concept reduces operation turnover time. Technologies used are mainly based on mathematical optimization, simulation and machine learning.

Algorithm Insights

Market Position
Growing utility with room for optimization
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