Data is the New Oil, Again
Without structured, clean, and accessible data, even the most advanced neural networks are ineffective. Organizations must invest in modern ETL pipelines and real-time streaming architectures before deploying custom AI agents.
MLOps Core Principle
Your AI models are only as good as the continuous data pipeline feeding them. Establish robust version control for both your models and your datasets.