As emphasis grows on managing data in pharmaceutical labs and plants—collecting and storing it, sharing it, mining it for pertinence—a basic question often goes unanswered: Is the data any good? The ...

It often starts with a routine request. A regional finance team is preparing consolidated numbers for quarterly reporting. Singapore’s figures arrive first. Australia submits shortly after. But when ...

Traditional ETL tools like dbt or Fivetran prepare data for reporting: structured analytics and dashboards with stable schemas. AI applications need something different: preparing messy, evolving ...

SOA applications may span the enterprise, so they need consistent, application-independent data definitions. That's one big cleanup job One of the most unloved parts of IT is ensuring the integrity of ...