Proof of Usefulness Report

Sejen Ci

Analysis completed on 3/21/2026

+246.5

Proof of Usefulness Score

Gaining Momentum

Sejen CI provides established data analytics and consulting services in Côte d'Ivoire, demonstrating credible real-world utility through a verifiable 2018 PEPFAR/MCC tender. However, the overall assessment is heavily penalized due to low-effort submission quality and hyperbolic, unsubstantiated claims regarding audience reach ('everyone') and traction ('most people have used my product'). Despite a reported team size of 125, the lack of coherent revenue or user metrics results in a reduced final score.

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Score Breakdown

Real World Utility+120

Audience Reach Impact+30

Technical Innovation+50

Evidence Of Traction+20

Market Timing Relevance+60

Functional Completeness+10

Subtotal+290

Usefulness Multiplierx0.85

Final Score+247

Project Details

Project URL

sejen.ci

Description

SEJEN CI est une entreprise spécialisée dans la mise en oeuvre des Services Analytiques Avancés (Data Analytics Service Center) en Côte d’Ivoire. En 2018, elle a remporté l’appel d’offres international « Data Collaboratives for Local Impact (DCLI) lancé par le PEPFAR (President's Emergency Plan for AIDS Relief) et le MCC (Millenium Challenge Corporation) pour la mise en place en Côte d’Ivoire d’un Centre de formation aux services analytiques (Data Analytics Center). SEJEN CI a pour ambition de transformer l’écosystème des données afin de réduire la pauvreté grâce à la croissance économique. L’expertise SEJEN CI : • Stratégie : Big Data, cloud computing, analyse de besoins • Conseil : Statistiques appliquées, Analytiques, Data Science, Machine Learning. • Développement d’applications et cybersécurité : Audits, Optimisation • Formation : Bootcamps, Certifications, Webinards • Autres services : Informatique, Mathématiques et Statistiques, Recherche traditionnelle, Génie Informatique

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