Data Science

Your data has patterns and trends that may not be visible to the naked eye but could probably be used to predict what is about to happen in your business.

Most data remains locked in operational systems (CRM, ERP, Inventory management).

Companies spend millions capturing the data, executing transactions and reporting on them. The smart companies go beyond compliance. They take their data to the next level and use it to prepare for what will happen in the future

At KPI Management Solutions we have knowledgeable data scientists that have proven their value in some of South Africa’s largest financial corporations.

We partner with you on your data discovery journey as follows:

• Find relevant data through a methodical and measurable process
• Mine the data from large data volumes.
• Combine the data with other data sources available.
• Ensure integrity and consistency in the data.
• Build mathematical models taking various factors into account such as statistics, seasonality, independence, correlations and more to maximise machine learning.
• Generate scientific predictions of future events or conditions.
• Create data visualisations to make the data speak for itself. The visualisation allows the business user to connect with the data and apply their intuition with the added edge of being guided by the results obtained from science.
• Enable non-technical users to interact with the data at a detailed level. We provide users with simple,fast and effective tools to enable the process.

Benefits of Data Science to your Business

Intuition alone is not enough to cope with the high dimensionality in today’s data sets. That’s why we combine intuition and data science to create the right balance.

These are the tangible benefits from our approach:

• Understand your customers needs better to improve customer service
• Predict what your customers will buy and when
• Project your volume and mix of your revenues
• Segment your customers to provide a better personalised customer experience
• Find cross-selling opportunities by finding product pairings that are likely to sell
• Forecast and budget in a fraction of the time (80% faster) by automating most of the process rather than burdening your management
• Anticipate unexpected risks
• Quantify the morale of your staff by analyzing the words they use on social media

Next Step

Data science is not a commodity or an off-the-shelf solution. We suggest getting in contact with us and starting a conversation that may lead to an engagement. There are no obligations.