TechCompass #81: AI-powered innovation - Transform and thrive through creative intelligence

Artificial intelligence powers forward through groundbreaking advances in machine learning, predictive analytics, deep learning, and the game-changing transformer architecture. The expanding influence of generative AI signals a seismic shift. Businesses break free from traditional AI roles and reimagine customer experiences and service delivery. The future is not just intelligent, it’s creatively unpredictable.

Generative AI blurs the line between human and machine ingenuity. Over 85 large language models (LLMs) and billions in global investments propel this transformative progress. Businesses that integrate artificial intelligence (AI) in their digital and cloud investments gain significant competitive advantages, reshaping industries and transforming professions.?

AI-first enterprises must develop strategic frameworks to identify experiences and processes that drive maximum benefit. Constructing a robust AI infrastructure, with the right tools, automation, and skilled talent, is essential to unlock the full potential of emerging models. Equally critical is a conducive product-centric operating model. Perhaps, the most important AI models are secure, private, and fail-safe. Given the potential pitfalls in AI deployment, a responsible AI strategy integrated into a platform reference architecture will significantly contribute to AI’s rapid and fruitful scalability, whether generative or not.

In time, organizations will amplify human capabilities, foster innovation, unlock efficiencies at scale, accelerate growth, and cultivate a connected ecosystem.

Discover key trends across the following eight AI subdomains:

- Generative AI

- Natural language processing

- Speech

- Computer vision?

- Edge computing

- Data engineering

- Responsible AI

- AI platforms

Figure 1. Key trends across AI subdomains

Source: Infosys

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