DAMA Australia, Sydney - Redefining Value Where People and AI Meet

Redefining Data Management for Driving Strategic Business Value in Data Analytics (AI/ML) Value Chain

Sundara’s presentation, "Redefining Data Management for Driving Strategic Business Value in Data Analytics (AI/ML) Value Chain", is focused on value governance through modern approaches for effective data management practices.

What to expect from the presentation

In the wake of digital transformation, the data analytics landscape has enormously changed during the past two decades with massive volumes and varieties of data that generate growth in value through advanced analytics involving Artificial Intelligence (AI) and Machine Learning (ML), but executives are blindsided by its lack of treatment as a strategic asset in the balance sheet.

This presentation reviews the key challenges that plague organisations in measuring the true long term value of data analytics (AI/ML) investments and offers value governance strategies, and tactics for effective management of data by leveraging the methods, tools and techniques Sundara has developed and applied during his career.

Key takeaways covered in the presentation

○ Brief overview of how the data and analytics landscape has changed that distorted the costs and value of these resources in the enterprise

○ Illustrations of how data analytics enables positive impacts on financial management, but still not recognised as an asset

○ Drivers of data analytics business value, inhibitors of value and actions that can be taken for governing its value

○ Strategic value of data in the data analytics (AI/ML) value chain

○ Unique characteristics of data as a strategic asset

○ Organisational value chain and the value of integrated data

○ Data reuse management provides compounding value growth in the enterprise, but needs semantic data modelling for its effectiveness

○ Not all data schema have equal value – Approaches for effectively managing costs and value of data

○ How portfolio of advanced analytics / multi-genre analytics are instrumental in optimising the value of data

○ Revisiting traditional data modelling with a twist for dynamic data modelling in Agentic AI applications

○ Communicating and presenting strategic value of data analytics (AI/ML)

Event venue & nearby stays

The Occidental Hotel, 43 York Street, Sydney, Australia

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