Adopting AI within an enterprise can be methodically approached using the TOGAF framework

Adopting AI within an enterprise can be methodically approached using the TOGAF framework

Enterprise Architecture (EA) is a discipline that helps organizations align their business and IT strategies. With the rise of Artificial Intelligence (AI), organizations need to rethink their EA practices to effectively adopt and integrate AI capabilities. This article explores how TOGAF, a widely adopted EA framework, can be leveraged to facilitate AI adoption in enterprises. Demystifying AI for Enterprise Architects AI is a broad and rapidly evolving field, encompassing various technologies like machine learning, natural language processing, and computer vision. Enterprise architects need to understand the potential applications, benefits, and risks of AI to make informed decisions about its adoption and integration within the organization. ...

February 19, 2025 · 15 min · Vadzim Belski
Digital Business Reference Model: A Comprehensive Guide for Enterprise Architects

Digital Business Reference Model: A Comprehensive Guide for Enterprise Architects

Digital business transformation is the process of integrating digital technologies into all aspects of a business to fundamentally change how it operates and delivers value to customers. It involves rethinking and redesigning business models, processes, and operations to leverage the power of digital technologies. Digital Business Transformation Framework A digital business transformation framework provides a structured approach to guide organizations through the complex journey of digital transformation. It helps businesses identify opportunities, prioritize initiatives, and execute strategies effectively. The framework typically includes several key components, such as strategy development, process redesign, technology integration, organizational change management, and continuous improvement. ...

December 27, 2024 · 25 min · Vadzim Belski
Navigating the Enterprise Continuum: A Strategic Guide to Aligning IT and Business Goals

Navigating the Enterprise Continuum: A Strategic Guide to Aligning IT and Business Goals

Enterprise IT and Business Alignment Strategies Aligning IT with business goals is crucial for success in today’s digital landscape. IT can no longer operate in a silo - it must be tightly integrated with overall business objectives and strategies. This allows organizations to leverage technology effectively, drive innovation, and gain a competitive edge. Fostering IT-Business Alignment To foster true alignment between IT and business units, organizations should: Establish clear communication channels and feedback loops between IT and other departments Involve IT leaders in strategic business planning from the outset Educate business leaders on IT’s capabilities and role in driving growth Define metrics to measure how well IT is supporting key business initiatives Implement processes for continuous improvement and adaptation as needs change By bridging the gap between IT and business operations, companies can ensure technology investments map to real business needs. This alignment positions them to maximize returns and achieve their strategic vision. ...

November 28, 2024 · 31 min · Vadzim Belski