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AiA
Analytics for Impact Africa
OUR SERVICES & PROCESSES

What we do

End‑to‑end data and AI solutions, from initial consultation to long‑term empowerment. We tailor every engagement to your unique context.

Machine Learning

Predictive models, computer vision, NLP, fraud detection, forecasting.

Data Science

Causal inference, experimentation, impact evaluation, advanced analytics.

Data Engineering

Scalable pipelines, data lakes, streaming, MLOps, cloud/on‑prem.

Analytics & BI

Dashboards, self‑service analytics, real‑time operational intel.

Our process

1

Onboarding & discovery

We start with a deep dive into your organisation, goals, and data landscape. We meet your team, understand your users, and identify quick wins. This phase includes stakeholder interviews, data audit, and a definition of success metrics.

2

Consulting & strategy

Our experts work with you to define a roadmap: what to build, in what order, and how to measure impact. We provide technology recommendations, architecture design, and a clear business case. We also advise on governance, ethics, and data sovereignty.

3

Tailored solution design

Based on the strategy, we co‑design a solution that fits your context – whether it's an ML model, a data platform, or a dashboard. We prototype rapidly, gather feedback, and iterate. You're involved every step.

4

Agile build & deployment

We build using modern, scalable tools. Regular demos, transparent progress, and knowledge transfer. We deploy to cloud, on‑prem, or hybrid – always with an eye on long‑term maintainability.

5

Training & empowerment

We don't just hand over a solution – we equip your team to own it. Custom training, workshops, and ongoing support ensure you build internal capability. We offer follow‑up advisory and managed services if needed.

"The onboarding phase was incredibly thorough – they took time to understand our farmers' needs before writing a single line of code." – Grace Mwangi, AgriEdge

Consulting activities

Data strategy

Roadmap development, technology selection, governance frameworks, and data maturity assessments.

AI ethics & sovereignty

Bias audits, fairness checks, compliance with African Union data policies, and on‑prem architecture.

Impact evaluation

Causal inference, RCT support, and ESG measurement for development programs and social enterprises.

Technology architecture

Cloud migration, data platform design, MLOps setup, and vendor selection.

Data audit

Inventory, quality assessment, privacy review, and recommendations.

Team augmentation

Embedded data engineers, scientists, or analysts to accelerate your in‑house capabilities.

Training & empowerment

We believe in building local capacity. Our training programs are hands‑on, practical, and tailored to your team's context.

Machine Learning

From fundamentals to production.

Data Engineering

Pipelines, Spark, dbt, cloud.

Analytics & BI

Tableau, PowerBI, Looker.

Data Governance

Sovereignty, ethics, compliance.

Tailored to your needs

Offline‑first & edge

Solutions for rural clinics, last‑mile agents, and low‑bandwidth areas. Syncs when connectivity allows.

Local language NLP

Swahili, Wolof, Hausa, Yoruba, Amharic, French – we build corpora and models.

Sovereign deployments

On‑prem or hybrid, compliant with African data regulations. Your data stays in Africa.

Impact measurement

Causal ML for development programs, ESG reporting, and outcomes‑based financing.

Rapid prototyping

2‑week sprints to validate ideas before full build.

Cloud migration

Move from on‑prem to cloud (AWS/Azure/GCP) with minimal disruption.

Our onboarding experience

We make it easy to start. Here's what happens when you reach out:

1. Discovery call

30‑min chat to understand your needs and context.

2. Data workshop

Half‑day session with your team to audit data and define goals.

3. Proposal & roadmap

Detailed plan, timeline, and budget tailored to you.

Learn more about onboarding →

Ready to start your data journey?

Let's talk about how we can help you turn data into impact – whether you're just starting or scaling.

Schedule a free consultation →
Let's talk