Enterprise AI is advancing through the GENAI framework, which uses LLMOPS (Learn, Leverage, Monitor, Optimise, Predict, and Strategise) to implement AI in businesses. GENAI, or General Enterprise AI, incorporates human-like learning and thinking methodologies into AI technologies. It’s a shift from the traditional ‘narrow AI’ that is task-specific, to a more generalised AI that can understand, learn, and make decisions like a human.
LLMOPS is the operational model for implementing GENAI. It starts with ‘Learn,’ where AI systems are trained using data and algorithms. ‘Leverage’ involves utilising AI capabilities to provide solutions. ‘Monitor’ is about observing AI systems to ensure they’re functioning optimally. In ‘Optimise,’ AI systems are fine-tuned for better performance. ‘Predict’ allows AI to forecast future outcomes based on historical data. Finally, ‘Strategise’ involves using AI insights to make strategic decisions.
The GENAI framework and LLMOPS model can help businesses to transform digitally, optimise operations, and make informed decisions. It’s a future-focused approach that can lead to competitive advantage, improved customer experience, and increased profits. It’s important for businesses to adapt and evolve with AI advancements to stay relevant in the digital age.
Go to source article: https://medium.com/@arora.deepak/advancing-enterprise-ai-framework-for-implementing-genai-through-llmops-7b71cf8f50a6