Round 1 Winners!
Proof of Usefulness Report

The Black Women in Computational Biology Network

Analysis completed on 3/22/2026

+38.67
Proof of Usefulness Score
You're In Business

The project demonstrates high real-world utility by addressing a critical diversity gap in the rapidly growing field of computational biology. However, with only 234 members, audience reach and traction are currently minimal compared to broader technology projects. Technical innovation is low as it operates primarily as a non-profit community network rather than a novel software product. Additionally, several submission fields contained exaggerated or poorly formatted data (e.g., claiming 'everyone' uses the product), which reduced the overall response quality and traction credibility. The final score reflects its meaningful but very small-scale impact.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+3.0
Technical Innovation+0.75
Evidence Of Traction+1.875
Market Timing Relevance+7.0
Functional Completeness+1.0
Subtotal+33.625
Usefulness Multiplierx1.15
Final Score+39

Project Details

Description
BWCB serves Black women in computational biology, which is a discipline that combines mathematics, computer science, and other computational methods to analyze and identify novel findings in large-scale biological data. The field often interfaces with translational research, including genomics, drug development, and clinical trials through approaches spanning data science, machine learning, and software develoment, to name a few. Computational biology continues to facilitate rapid development in medicine and human health, including the fast discovery and analysis of the ever-evolving SARS-CoV2 protein family, which catapulted vaccine development at exceptional scales. The computational biology field is expected to grow at a CAGR of over 20% by 2027; however, it’s estimated that only 2% of this crucial workforce is Black, and 20% are women. Our community proudly represents trailblazing scientists at the intersection of these identities. BWCB currently has 234 members, 68% are in North America, and the remaining 32% represent a wide array of African, European, and South American countries. Most members are currently at or beyond immediate post-graduate level education, with computer science, molecular biology, and computational biology among the top three degree programs pursued by our members. Most non-student employed members work as research scientists, analysts, and engineers or hold leadership positions such as faculty, directors, or industry/biotech group leaders.

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