Persistent Systems’ white paper outlines a strategic approach for leveraging data in Generative AI. Success hinges on prioritizing a solid data strategy, ensuring high data quality, and building the right architecture (data lakes, mesh, vector/graph databases). Key practices include data cleaning, labeling, and lifecycle management. It highlights Retrieval Augmented Generation (RAG) and fine-tuning as vital techniques, alongside stringent security and privacy measures. Persistent offers frameworks to assist with training data, data augmentation, and compliance, helping enterprises turn GenAI from hype into business value.

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