
Data Observability vs Data Quality: Which One Does Your Business Need?
Weak data quality and poor observability can have devastating consequences, as evidenced by recent high-profile incidents that have severely impacted organizations. In February 2025, Citigroup mistakenly credited a customer’s account with $81 trillion instead of the intended $280. Although the error was identified and corrected within hours without financial loss, it highlighted significant operational vulnerabilities within the bank’s systems. Similarly,