"Data hygiene is the unsung hero of AI success. You can have the best model in the world (GPT-5, Gemini Ultra), but if your data lake is a swamp, you'll get swampy results. Clean your data first."
The Deep Dive
We often see clients rush to implement AI without a solid data strategy. Unstructured data, duplicate records, and missing metadata lead to model drift and poor accuracy. Investing in a modern data pipeline (ETL/ELT) is the highest ROI activity you can do before buying a single GPU.