Harnessing Enterprise AI: Unlocking Competitive Advantage with Quality Data

Artificial Intelligence (AI) has become synonymous with business transformation. Yet, beneath the surface of buzzwords and billion-dollar models, one unassailable truth remains: The impact of AI depends entirely on the quality, provenance, and contextual relevance of the data that fuels it. While large language models (LLMs) dominate headlines, their reliance on uncontrolled and often untrustworthy data sources may leave enterprises chasing fool’s gold instead of tangible value. The real competitive advantage comes not from scale, but from strategic curation and integration of an organization’s unique “data DNA.”

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Federated Architecture: Currently the Most Practical Approach to Business Architecture and Enterprise Architecture