If your data is sparse in different files and uses different formats we can build and structure a tailor-made system that adheres to the latest security standards and GDPR regulations to solve your big data needs. This stage of the data process involves:
Data collection from primary sources (CRM software, ERP systems, marketing automation tools, databases and systems)
Data collection from secondary sources (external sources such as Google public data, Social media APIs, review websites, etc.)
After a period of using IT systems it is most likely that you will encounter data sizing issues and might also want to modernise your management systems. We support numerous database management systems and can assist you in such a migration. This stage of the data process involves:
Preprocessing, cleaning and validation of required data.
Storing, protecting, and processing of the data.
We can provide the platform and infrastructure to meet your Big Data needs. Creation of API development forms which allow you to interface with your data also form part of our skill-set. This involves:
Data migration to a warehouse, warehouse development, OLAP cube design, OLAP query development, etc.
Interface development tools.
Vast amounts of data can be difficult to analyse without the proper tools. We offer reporting that allows for visualisations that can offer summaries, distributions and statistics about your data. This involves:
Querying and formatting of data for readability and analysis.
Transformation of data into beautiful and responsive visual summaries and dashboards.
Certain patterns and trends in data can be difficult to find just by looking at reports so we use Machine Learning to identify important insights in data and meet your and Artificial Intelligence (AI) needs. This involves:
Setting up of Machine learning applications.
Transformation of Machine Learning into simulated intelligence.
Make better, faster, smarter decisions.
Generate actionable information that you can act upon to make sound business decisions and accelerate business growth.