Leveraging data platforms to drive business growth in the AI era

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By Manish Godha, Founder and CEO at Advaiya Solutions Inc

he enterprise conversation around artificial intelligence has quietly changed shape. For two years, boardrooms chased models, and today they are chasing the plumbing beneath them. Somewhere between the pilot phase and the profit-and-loss statement, a stark truth has settled in across industries.

The bottleneck to AI value was rarely the algorithm. It was the state of the data underneath it.
That recognition is reframing how modern enterprises conceptualise their infrastructure. Data is no longer treated as exhaust from business operations, something to be warehoused and occasionally mined. It has become the foundational bedrock on which AI maturity is built. Leaders who once measured progress in proofs-of-concept are now asking a sharper question, namely whether the data estate is actually ready to carry intelligence at scale.

Readiness Has Become the Real Bottleneck
The numbers explain the urgency. Gartner predicts that through...

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