DS-I AFRICA VIRTUAL NETWORKING EXCHANGE • 8 APRIL 2026
QuantSage
.io
Democratising Advanced Statistical &
Machine Learning Analysis for Researchers
Ezekiel Ukwenga
quantsage.io
The
Challenge
Barriers to rigorous
statistical analysis
in resource-limited
settings
Cost Barriers
Expensive licences (SPSS, SAS) exclude resource-limited researchers
Coding Requirements
R & Python demand programming skills many researchers lack
Data Privacy Risks
Cloud tools transmit sensitive patient data to external servers
Skills Gap
Limited training in data management & statistical methodology
quantsage.io
Introducing
QuantSage.io
Privacy-First Architecture
100% client-side processing - your data never leaves your device or browser. No server uploads, no privacy risk.
Built for Africa & Beyond
Designed with resource-limited settings in mind - zero cost, zero coding required, accessible from any browser.
AI-Guided End-to-End Workflow
Context-aware AI assistant guides researchers from data upload to publication-ready report generation.
13+
Statistical Methods
0
Data Transmitted
100%
Accuracy vs R
quantsage.io
What QuantSage Does
A complete end-to-end analytical platform
Statistical Analysis
T-tests, ANOVA, regression, chi-square & more
Machine Learning
Random Forest, Gradient Boosting, SVM models
Interactive Dashboards
Visualise & share results beautifully
Report Generation
Export to PDF, Word & Excel with AI writing
Evidence Synthesis
Systematic reviews & meta-analysis tools
Power Calculator
Sample size estimation with AI guidance
AI Research Assistant
Methodology guidance & result interpretation
Consult a Specialist
Connect with statisticians & researchers
quantsage.io
Validated Against R — The Gold Standard
Using the mtcars benchmark dataset — 5 core analyses compared head-to-head against R
Analysis | QuantSage Result | R Output | Match? |
Descriptive – Mean (mpg) | 20.0906 | 20.09062 | ✓ |
Independent t-test (t-statistic) | -3.7671 | -3.767123 | ✓ |
Linear Regression (coefficient) | 37.2851 | 37.285126 | ✓ |
Pearson Correlation | -0.8677 | -0.8676594 | ✓ |
One-way ANOVA (p-value) | 1.29E-10 | 1.29E-10 | ✓ |
QuantSage delivers computationally exact results matching established statistical software at high precision.
quantsage.io
What QuantSage Offers Research Partners
Four core value propositions for your team and institution
Zero Data Privacy Risk
Client-side processing — sensitive patient & research data stays on your device. No third-party servers, no uploads, no breaches.
No Cost. No Code. No Barrier.
Freely accessible via any web browser — ideal for LMIC settings, students, and teams without software budgets.
AI-Powered Methodological Guidance
Context-sensitive AI recommends the right test, interprets results, and ensures analytical rigour — even for non-statisticians.
Publication-Ready Outputs
Auto-generated reports in PDF, Word & Excel format — reducing write-up time and accelerating knowledge translation to policy.
quantsage.io
What We Seek from Partners
01
Real-World Research Collaboration
We want to partner with active research teams in health & social sciences across Africa who can evaluate QuantSage in real-world study contexts and provide field feedback.
02
Institutional Adoption & Training
Collaboration with universities, research institutes, and NGOs to integrate QuantSage into capacity-building programmes, workshops, and curricula across Africa.
03
African Health Dataset Co-development
Partners to co-develop benchmark datasets relevant to African health challenges — infectious diseases, maternal & child health, NCDs — to validate and expand the platform.
04
Funding & Grant Partnerships
Connections with DS-I Africa consortium members, funding bodies, and global health institutions to support platform expansion, formal user studies, and multilingual access.
quantsage.io
Let's Build the Future of
Health Data Science
in Africa — Together
Visit us: quantsage.io
Connect with us after this session
Join our beta researcher community
Thank You | Questions Welcome
quantsage.io