Our Enterprise Information Management framework
Data governance is the system of decision rights and accountabilities for information-related processes.
Data governance is the business foundation of data management - changing behaviour to ensure the delivery of trusted and valuable information.
We assist customers to create and enable practical data stewardship foundations to empower advanced analytics; reudce costs and deliver cost effective solutions to regulatory challenges
Data governance ensures that the right people are involved at every step of the data management process - making decisions, understanding impact, supplying context, prioritising deliveries, and staying informed.
Data Quality ensures that data used for operations and for decision making is fit for purpose.
We help organisations ensure that data is of good quality irrispective of where it enters and how it flows through the enterprise.
Ultimately, high quality data reduces errors and rework, enables accurate planning and revenue enhancement, and is necessary to meet regulatory drivers
Master Data Management is a management discipline supported by technology that combines elements of data governance, data quality and data integration to ensure that the right master data is presented to the right applications at the right time.
We help you to design and govern your master data, identify and consolidate duplicates, and ensure consistent and high quality master data across your enterprise
Data Architecture is the technical foundation of Enterprise Information Management - allowing data management specialists to plan and design the technical platform to deliver on EIM and broader business requirements.
We have experience in the delivery of master data architectures, and provide training and support for a variety of disciplines, such as data modelling, that are core to data architecture
Data Modelling and Metadata Management are disciplines that provide context and documentation to data.
We support organisations to deliver governed metadata management that helps them to find and understand data, along with training and ceertification to build capacity in this emerging discipline.
We help companies to define and manage the governance processes necessary to define data security requirements, and to automate processes and principles necessary to support GDPR, PoPIA and similar data privacy requirements
Data Integration combines data from multiple seperate business systems into a single, unified platform (sometimes known as a single view of the truth)
We assist companies to define a data integration approach, deliver high performance data integration solutions, and provide data integration training and certification
Big Data is the analytics discipline that takes advantage of both structured and unstructured data to deliver previously unknown insights about your customers, your markets, your products and your infrastrcuture.
We assist companies with the critical challenges of governing the Big Data stack, data engineering ( delivering a quality data pipeline), and with training and certification/
Data warehousing consolidates and stores data for high performance trend reporting of (typically) historical data. Data warehouses store data to allow known questions to be answered quickly and efficiently.
We assist by helping organisations to document and find data in the data warehouse, understand the lineage of data flowing into and through the warehouse; optimise the warehouse through the delivery of quality, high performance data pipelines and by training and certifying data warehousing specialists.
Business Intelligence presents information for analysis and decision making
We help organisations to control their BI implementations though governance (for example through a Report Catalog) and through training and certification of BI Professionals
Business Analytics uses statisitical models, machine learning and AI to support decision making by predicting future trends and outcomes.
We help you to trust the results by ensuring the quality and lineage of the data underpining your advanced analytics model, help your data scientists and decision makers to find the data they need, and provide training and certification