Without Data Plumbing
Projects waste time, resources and money sorting out IT and data issues
New AI initiatives limited in scope and value with a high risk of the wrong answers/hallucination
Valuable data locked in legacy IT systems
Data issues result in reports/dashboards only giving partial results
Systems become disconnected and data gets out of sync
Automations break or require constant manual fixes

