DataFramed

#268 Scaling AI in the Enterprise with Abhas Ricky, Chief Strategy Officer at Cloudera

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Dec 9, 2024
Abhas Ricky, Chief Strategy Officer at Cloudera, is an expert in corporate strategy and innovation. He shares insights on the real-world application of AI in business, emphasizing the alignment of data infrastructure with business needs. The conversation explores trends like data trustworthiness and the evolution of data architectures. Abhas also discusses the capital-intensive nature of AI compute and the importance of identifying specific use cases to drive success, particularly in sectors like financial services. Hybrid solutions and the future of AI are also key topics.
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INSIGHT

Data as an Asset

  • Enterprises are increasingly focusing on data as an asset, prioritizing trust, quality, and accessibility.
  • This shift is driven by the rise of AI and the need for reliable data to train large language models.
INSIGHT

AI Adoption Stages

  • Enterprises are at different stages of AI adoption, with leaders scaling agent applications and laggards still experimenting with models.
  • Leaders embed AI into core processes, while laggards focus on building a scalable data platform foundation.
ADVICE

Data Preparation for AI

  • Solve data engineering challenges like ingestion, preparation, and wrangling before applying AI.
  • This ensures data is ready for model training and application building.
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