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AiA
Analytics for Impact Africa
WHERE WE WORK & WHAT WE USE

Industries & technologies

We apply cutting-edge tools to solve real problems across Africa's most dynamic sectors. Our tech stack is chosen for scalability, transparency, and suitability for local contexts.

Industries we serve

Fintech & Banking

Credit scoring, fraud detection, customer churn prediction, and personalised financial products. We help fintechs scale responsibly.

PythonTensorFlowscikit-learnAWS

Agritech

Crop yield prediction, soil analysis, pest detection via satellite imagery, and tailored advisory for smallholder farmers.

PyTorchRGISPostGIS

Healthtech

Predictive analytics for disease outbreaks, patient flow optimization, medical imaging, and supply chain for rural clinics.

TensorFlowONNXFHIRAirflow

Telecom

Churn prediction, network optimization, customer segmentation, and real‑time anomaly detection.

SparkKafkaHadoopPython

Logistics & Supply Chain

Route optimization, demand forecasting, warehouse automation, and last‑mile delivery analytics.

OR-ToolsPythonBigQuery

Public Sector & Development

SDG monitoring, policy evaluation, census data analysis, and program impact assessment.

RStataPythonDjango

Retail & E‑commerce

Customer analytics, recommendation engines, inventory management, and pricing optimization.

BigQueryLookerPython

Energy & Utilities

Load forecasting, smart meter analytics, grid optimization, and predictive maintenance.

ProphetApache IoTDBPython

Education

Learning analytics, dropout prediction, personalised content, and exam performance modelling.

PythonRTableau

Our technology stack

We choose tools that are open‑source, scalable, and proven in production. We're cloud‑agnostic and vendor‑independent – the right tool for the right job.

Data Engineering & Storage

Apache SparkApache FlinkKafkaAirflowdbtSnowflakeBigQueryRedshiftPostgreSQLMongoDBMinIODelta Lake

Machine Learning & AI

TensorFlowPyTorchscikit-learnXGBoostHuggingFaceLangChainONNXMLflowKubeflowOpenCV

Analytics & BI

TableauPower BILookerMetabaseSupersetStreamlitR Shiny

Cloud & Infrastructure

AWSGoogle CloudAzureTerraformKubernetesDockerAnsibleGitHub ActionsGitLab CI

We also specialise in offline‑first and low‑bandwidth deployments using edge computing and lightweight frameworks.

Selected case studies

Fintech fraud detection

Deployed an ensemble model for a Nigerian bank, reducing fraud by 54% in 6 months.

XGBoostKafka

Crop yield prediction

Satellite + soil data for 50k farmers in Kenya, improving yield estimates by 28%.

PyTorchGIS

Telecom churn prediction

Real‑time churn model for a pan‑African operator, deployed on AWS.

SparkMLflow

Where we operate

Our teams are based across Africa, ensuring we understand local contexts, languages, and regulations.

🇰🇪 Nairobi

HQ

🇸🇳 Dakar

West Africa

🇿🇦 Jo'burg

Southern

🇪🇬 Cairo

North

🇳🇬 Lagos

West

🇷🇼 Kigali

East

🇬🇭 Accra

West

🇹🇳 Tunis

North

Our ecosystem

awsGoogle CloudMicrosoftDatabricksSnowflakeTableauLooker

We also partner with universities, research institutes, and impact investors across Africa.

Ready to apply these technologies to your industry?

Let's discuss how we can help you leverage data and AI for impact.

Contact our team →
Let's talk