Managing Data for Effective GenAI Application // Anu Arora and Anass Bensrhir // #215

MLOps.community

Mar 05, 2024•51 min

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Episode description

Anass Bensrhir is the Associate Partner of McKinsey & Company, Casablanca. Anu Arora is the Principal Data Engineer at McKinsey & Company.

Check out mckinsey.com/quantumblackMLOps podcast #214 with QuantumBlack AI by McKinsey's Principal Data Engineer, Anu Arora and Associate Partner, Anass Bensrhir, Managing Data for Effective GenAI Application, brought to you by our Premium Brand Partner QuantumBlack AI by @McKinsey.

// Abstract

Generative AI is poised to bring impact across all industries and business functions. Across industries, while many companies pilot GenAI, only a few have deployed GenAI use cases, e.g., retailers are producing videos to answer common customer questions using ChatGPT. A majority of organizations are facing challenges to industrialize and scale, with data being one of the biggest inhibitors. Organizations need to strengthen their data foundations, given that among leading organizations, 72% noted managing data among the top challenges preventing them from scaling impact. Furthermore, leaders noticed that +31% of their staff's time is spent on non-value-added tasks due to poor data quality and availability issues.

// Bio

Anu Arora

Data architect(~12 years) and have experience in Big data technologies, API development, building scalable data pipelines including DevOps and DataOps, and building GenAI solutions.

Anass Bensrhir

Anass leads QuantumBlack in Africa. He specializes in the Financial sector and helps organizations deliver successful large Data transformation programs.

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// Related Links

Website: https://www.mckinsey.com/capabilities/quantumblack/how-we-help-clients

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