Our Work

Featured Case Studies

Real projects delivered across academia, finance, telecommunications, the NGO sector and government. Each card below records the methods used and the outcome measured. Open any project to read the full case study: the challenge, our approach and the results.

East African mobile banking and financial inclusion research represented by banknotes and financial data
Econometric analysis

Mobile Banking & Financial Inclusion in East Africa

Quantitative panel-data analysis examining the relationship between mobile banking adoption and financial inclusion across five East African countries from 2014–2023, using fixed effects, random effects, Hausman testing, instrumental variables and robustness diagnostics in STATA.

5
Countries
12,480
Data Points
10
Years of Panel data
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Laptop on a reflective desk displaying an analytics dashboard with area charts
Business Intelligence

Real-Time Sales Dashboard for FMCG Distributor

A complete Power BI delivery running from the SQL warehouse through a governed semantic model to an executive dashboard, tracking more than 200 SKUs across eight distribution centres with daily refresh and alerting on stockout risk.

8
Centers
40%
Faster Decisions
$180K
Saved/Year
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Telecom mast against a sunset sky beside a churn risk dashboard showing an 18 percent high-risk share and its key drivers
Predictive ML

Customer Churn Prediction for Telecom Startup

A Python classification pipeline combining Random Forest and XGBoost to flag at-risk customers before they churn, with SHAP attribution surfaced back to the retention team through an interactive dashboard.

77%
ROC-AUC Score
70.5%
Churners Correctly Flagged
6,000
Customer Accounts Modeled
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Team seated around a meeting table while a colleague arranges sticky notes on a whiteboard
Survey Analysis

Employee Satisfaction Study for NGO Consortium

Likert scale responses from 2,400 employees across fifteen member organisations, analysed through exploratory and confirmatory factor analysis, Cronbach reliability testing, and multilevel modelling that separated individual effects from organisational ones.

2.4K
Respondents
15
Orgs
67pg
Report
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Stacks of printed branch reports beside a laptop, with a Python and Excel workflow generating PDF reports sent to each branch
ETL & Automation

Automated Monthly Reports for Microfinance Institution

A Python and Excel pipeline that reads core banking data and generates branded PDF reports for twelve branches, complete with portfolio quality charts, variance commentary, and automatic distribution to every branch manager.

12
Branches
90%
Time Saved
Zero
Errors
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Two developers working at desks with laptops and a large monitor in a bright office
Strategy

Data Maturity Assessment for Government Health Agency

A data audit spanning six departments, delivered with a tool selection matrix, a governance framework covering ownership and access, and a three year roadmap that the agency went on to adopt as its official digital plan.

6
Depts
3yr
Roadmap
100%
Adoption
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