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This Week in Startups cover image

Highlighting Data Intelligence with Databricks & Bonbon’s Reward Innovation | E2020

This Week in Startups

NOTE

Bespoke Solutions Require Tailored Data

The effectiveness of AI systems, particularly agentic AI, relies heavily on tailored data specific to an organization’s unique processes and experiences. Generic models may perform well in controlled environments, but they often falter when faced with real-world applications lacking specificity. Just as a newly graduated student may struggle to tackle complex problems steeped in institutional knowledge, AI models also require time and context to become proficient. Emphasizing the concept of 'data intelligence', organizations can leverage their proprietary data to create much more effective and bespoke AI solutions rather than relying on broad, generic intelligence. Challenges in developing high-quality applications stem from issues such as the need for well-prepared data, indicating that successful AI deployment hinges not only on advanced models but also on the readiness and relevance of the underlying data.

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