Updating Enterprise Technology to Scale to "AI Everywhere"
Companies can't scale their AI solutions without also reshaping their technology function to enable this massive shift. Taking an "AI everywhere" approach to re-architecting the tech stack is a critical, foundational step. Equally important will be upgrading current ways of working to make the best use of new AI solutions, which will require bringing the discipline of software development to the adoption of AI models.
How is generative AI changing enterprise technology?
CIOs are managing substantial shifts in work processes as generative AI is adopted. This includes re-architecting the technology stack with an 'AI everywhere' approach and upgrading existing workflows to effectively integrate AI solutions. Companies are moving beyond initial experimentation and are now focused on scaling generative AI across their organizations.
What are the key processes for integrating AI in enterprises?
Companies should prioritize re-architecting their tech stack to support an 'AI everywhere' approach and upgrading their ways of working to incorporate AI solution development. This includes enhancing collaboration, quality control, and scalability while treating AI models with the same discipline as software code through MLOps processes.
How should companies approach AI solution development?
Organizations should establish a federated AI development model that defines roles for teams producing and consuming AI services. They should also create AI-first software development processes that allow for rapid iteration and incorporate generative AI tools into software development and service management, ensuring clear guidelines for deployment and monitoring.
Updating Enterprise Technology to Scale to "AI Everywhere"
published by TechnologyXperts, Inc.
TechnologyXperts, Inc. is an Ohio registered corporation established in 1999 providing comprehensive IT services to enterprises of all sizes handling all aspects of computer desktop, server, network and telecommunications needs. We are a business enabler that helps companies achieve their business goals and objectives through the economical and effective use of information technology in their environment. We are trusted partners/advisors helping small and medium size businesses maximize their return on their IT investment while minimizing related IT expense. Our comprehensive and proactive approach towards IT management helps our customers minimize the risk inherent when a business depends upon IT to get work done. Our innovative approach towards managing IT smartly and cost-effectively is built upon years of management experience leading a crack team of business savvy, technical consultants in a wide range of business situations. Helping businesses leverage the latest technologies for maximum business effect is the key. Our business is IT. With TXI, you can get out of the IT business and get on with what really counts.
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