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Machine learning involves computers discovering how they can perform tasks without being explicitly programmed to do so. It involves computers learning from aggregation and intelligent processing of Big Data to generate insights. It is important to understand business problems before deploying Machine Learning. This is because some business problems are so complex that human intelligence can sometimes fail to see the connection between variables. Machine Learning applications can be useful in any industry. Common business applications include predictive maintenance, customer segmentation and fraud detection. Machine learning is a growing trend which will shape the technological and business landscape, as well as define business strategy over the coming years.

Click here to listen to a BBC podcast on this important trend.

I-MORAN consultancy

Enterprise Architecture software enables organisations and senior leadership teams to make critical decisions more quickly. The top vendors of enterprise architecture software deliver similar features on their platform with common features composed of Enterprise Architecture, Business Process Management, Portfolio Management, Business Model & Strategy, Governance, Risk and Compliance, Business Logic and Data Management.

These tool vendors also adopt key business architecture frameworks from industry best practices and leaders, making enterprise architecture and business architecture a seamless integration process engineered by a dynamic architecture platform.

As organisations with system engineering capabilities continue to appreciate the need for enterprise architecture tools to integrate and automate their architecture models, the business environment is leveraging the same platform to assess their operational KPIs and strategic KPIs.

Most enterprise architecture software vendors provide both cloud-based and on-premise solutions, with a flexible pricing offering to small, medium size and large organisations

By ensuring continuous improvement, scalable demand and cost flexibility, and an opportunity to invest in the best strategy, organisations are driven to adapt to the reality and the need to deploy a heavy weight enterprise architecture tool.

The market leaders of Enterprise Architecture software include;

• Avolution
• BiZZdesign
• Sparx Systems
• FIOS Insight
• Software AG