monitoring to ensure AI solutions operate securely and responsibly .
Another key challenge is overcoming data silos and legacy systems . Many organisations struggle with data trapped in disparate systems , a problem often exacerbated by mergers and acquisitions or outdated IT strategies .
To unlock AI ’ s full potential , companies must consolidate and standardise their data across the enterprise . This process requires significant investment in modern integration tools , advanced data management practices and close organisational alignment – an effort that can be both time-consuming and costly . manufacturingdigital . com 93