ValueHow do we get real value from our data-driven initiatives?
Data qualityHow do we get the right, quality data — a single source of truth?
OrganisationWhere should data and BI sit, and how do we decentralise while staying aligned?
OwnershipWho owns the data, and who should maintain master data?
TimeBusiness users spend most of their time preparing ad-hoc analysis, not acting on it.
FocusProjects focus on tools instead of solving the business problem.
SkillsWhat do AI, advanced analytics and data science really require — skills, tools, people?
SilosHow do we stop working in silos and get better self-service?
PartnersWhat are the benefits and risks of sharing data with customers and suppliers?