We aim to bridge the gap between technology and traditional industries by providing the best in-class IT solutions and making them accessible to small businesses.
Through our strategic partnerships, we strive to democratise technology and create opportunities for business growth.
Data Analytics Offering
Skillset
PowerBi
Python
Scikit Learn
Tensorflow
Excel VBA
SQL Serve
C#
Turbocharge Your Data With Advanced Data Analytics
and Machine Learning
Our Advanced Data Analytics service is here to help you unlock the full potential of your data.
Whether you’re a small business owner or a data scientist, our team of experts is ready to dive
deep into your data and extract valuable insights that will drive your decision-making process.
We go beyond basic data analysis techniques and utilise advanced statistical models and
machine learning algorithms to uncover hidden patterns and trends in your data. We’ll help you
identify critical factors that impact your business performance, detect anomalies and outliers,
and predict behaviours and future outcomes.
Say goodbye to guesswork and hello to data-driven decision-making.
Portfolio of Evidence
Banking sector (2013 – 2017)
We have developed retail credit monitoring packs that have enabled executive decision
making. The packs included trends and trend analysis using deep learning applications to
unpack persistent trends and identify levers that could be leveraged to better manage the
client’s portfolio.
Other activities include the development of machine learning models to
predict fraudulent activities on customer transactional data that reduced the monthly losses
from R11m a month to R1.5m per month.
The residual losses were as a result of the evolving
methods fraudsters used that the machine learning models weren’t trained on which can be
addressed with today’s technology related to continuous model training pipelines.
Insurance (2022-current)
We are working with an insurer in developing fraud models to help minimise losses from fraudulent claims in the short term lending business. We have developed an industry leading model that has been benchmarked with other service providers and has performed better in classifying true fraud.
The model uses AutoML processes to continuously train, test new better performing models and replace the champion model with a new challenger model, only if the new model performs better. We have also been involved in proprietary solutions aimed at improving the overall financials of our clients.
What else would we like to do
Most of our other work has been developing digital tools and platforms for South African businesses that aren’t within the Data Science domain.
We have recently started experimenting with Artificial Intelligence technologies in the Generative AI space and will be excited to share some of the PoCs once they are commercialised.