What are the biggest hidden costs in an AI project?

“Three sinks swallow most of the budget: data preparation at 35–45%, eval and observability at 15–20%, and change management at 10–15%. Data preparation is the largest every time: schema drift, identifiers that mean three things in three tables, half-deduplicated records and PII redaction.”