Tasbia Tahir

ai data governance

Data Governance For AI: Tackling the Risk of a Data Breach

AI adoption is skyrocketing, a Stanford report notes, roughly 78% of companies now use AI in some capacity. Yet this growth brings new data challenges. AI systems depend on vast datasets, and without proper oversight, even unstructured or sensitive data can slip into models unchecked. AI data governance addresses these risks by applying governance policies …

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what is production level ai

What is Production Level AI?

Production-level AI refers to artificial intelligence systems that are fully integrated into an organization’s core operations and deliver value at scale. So, unlike buzzworthy proof-of-concept (POC) tools or personal “helper” applications, production-level AI is enterprise-grade: it runs on real company data, is subject to governance, and is woven into business processes end-to-end. In practice, this …

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How AI is Transforming Predictive Analytics in Finance

How AI is Transforming Predictive Analytics in Finance

As finance teams navigate a world awash in data and volatility, AI-powered predictive analytics is becoming the new linchpin of decision-making. By analyzing historical transactions, market indicators, and even unstructured data, AI identifies patterns and trends that traditional methods often overlook. As a result, it enables faster, smarter decisions. For example, AI models can alert …

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How to Build an Effective AI Cash Flow Model in Azure

How to Build an Effective AI Cash Flow Model in Azure

Among the current volatile markets, tightening credit, and unpredictable customer behavior, cash flow visibility has become a lifeline. A staggering 82% of small businesses fail due to cash flow mismanagement (U.S. Bank study). Traditional spreadsheets and static models are falling short. Business leaders today need agility, precision, and proactive insights—and this is where artificial intelligence …

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