Whether you’re just beginning or improving what you already have, we help turn everyday numbers and records into clarity, insight, and confident decisions.
See how we can helpData‑driven websites
Data preparation
Data analytics
Interactive dashboards
Revenue protection
Data literacy
We turn scattered spreadsheets and inconsistent data into clean, structured, decision‑ready information.
Dashboards and analytics that reveal patterns, progress, and risks — helping teams make informed decisions faster.
Modular processes that scale from one project to enterprise-wide use, supporting organisations of any size.
Turn your organisation’s data into clarity, structure, and impact — with modern tools built for Africa.
Founded by Dr. Mokone J. Roberts, Data Tshwane AI draws on more than two decades of combined
experience across metallurgy, mineral economics, molecular modelling, and applied data
science.
Our mission is simple: help African organisations make confident, evidence‑based decisions
through transparent, modular, and reproducible data processes.
Practical, results‑driven solutions for business, education, communities and government teams.
Clear dashboards and reports that turn raw data into actionable business decisions.
Clean, structure, and validate data so it is reliable, consistent, and ready for analysis.
Forecast trends, anticipate risks, and identify opportunities using transparent statistical and machine learning models.
Build dashboards and web tools that surface key metrics clearly and support ongoing performance monitoring.
Tools for schools, NGOs, and local groups to understand progress, feedback, and community needs.
Structure your data environment with clear policies, secure processes, and responsible architecture.
A simple, transparent delivery process that helps teams move from uncertainty to insight — and from insight to measurable progress.
We begin by understanding your operational context, existing data, and the decisions that matter. This first step opens the door to clarity.
We work with your team to map the real problem, identify the right inputs, and co‑shape a delivery plan with clear timelines and milestones.
Together, we turn data into impact using dashboards, reports, and clear narratives — built around transparency, reproducibility, and value.
Let’s explore how Data Tshwane AI can support your data-driven journey.
Existing clients may log in to request a confidential Data & ML Assessment.
Real-world projects demonstrating Data Tshwane AI’s ability to deliver clarity, insight, and impact.
Using ICMM Global Mining Dataset to identify green-economy critical minerals and design reproducible processes for sustainable planning.
Full case study will be added including Introduction, Methods, Results, Discussion, and Conclusions.
Back to case studiesSmart‑meter analytics from 53 schools reveals actionable insights for efficiency, budgeting, and equitable access.
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Back to case studiesTransparent and reproducible models for risk assessment, stress testing, and stakeholder-ready reporting.
Full case study will be added using the standard impact-model pipeline.
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