KWISH
Topic · Data and analytics

Data infrastructure and analytics

Most stalled AI projects here are data problems wearing an AI label. This hub covers the pipelines, warehouses, governance and reporting layers we build before and alongside any model.

What buyers are deciding

Is our data good enough to build on yet?

What does a warehouse cost to run at our size?

Who owns definitions when two departments report different numbers?

Services

What we deliver, how it is scoped, and what you own at the end.

Sector playbooks

How this plays out in each sector we work in.

Case studies

Systems already delivered, with the outcomes we can name.

Research and analysis

Our published thinking on this subject.

Clinical Decision Support in Under-Resourced Health SystemsHealthcare · 7 min readCore Banking Won't Save You: Why African Banks Need AI-Native Risk EnginesFinance · 9 min readFrom Satellite to Smallholder: AI Crop Intelligence That Reaches the Last MileAgriculture · 7 min readPredicting the Grid That Doesn't Exist Yet: AI for African Power UtilitiesEnergy · 8 min readTelcos Are Sitting on Africa's Best AI Training Data. Most Are Wasting ItTelecom · 7 min readThe Last Kilometre Problem: AI Routing for Roads Without AddressesLogistics · 9 min readPredictive Maintenance for Factories That Can't Afford Downtime, or SensorsManufacturing · 8 min readAI in African Extractives: From Compliance Burden to Competitive EdgeMining · 9 min readAI in Africa: What Is Actually Deployed, and What Is Still a PilotAfrica AI · 10 min readWhy African Governments Need AI-Native Systems, Not RetrofitsGovernment · 8 min readThe Hidden AI Infrastructure Gap in East African UniversitiesEducation · 6 min readProcurement, Corruption, and the Case for AI Watchdogs in AfricaCivic Tech · 12 min readAI in Agricultural Export Markets: Meeting EU Traceability Rules Before They Lock You OutAgriculture · 10 min readThe Informal Economy Is Not Unstructured: AI for African Retail's Real BackboneRetail & Trade · 8 min readInsuring the Uninsured: AI Underwriting for Markets Without Actuarial HistoryInsurance · 9 min readBuilding AI Systems Under East African Data Protection LawGovernance · 9 min readDigital Transformation in Africa: What Actually Works, and What StallsStrategy · 9 min readWhat Drives the Cost of an AI Project in East AfricaProcurement · 8 min read

Ready to see what this saves you?

Send us the workflow you want fixed. We reply with a scoped quotation, not a brochure.

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