Managing Technical Debt in Enterprise AI

Description

Product Category: Harnessing Enterprise AI
Format: PowerPoint

Managing Technical Debt in Enterprise AI

Technical debt in AI systems presents unique challenges that go beyond traditional software development. The rapid pace of AI innovation, combined with the complexity of model dependencies and data relationships, creates new forms of technical debt that can significantly impact system performance and maintainability.

Understanding and managing AI-specific technical debt is crucial for maintaining long-term system health while enabling continuous innovation. Here are strategies for identifying, managing, and reducing technical debt in enterprise AI systems.

 

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