Reporting Trust Glossary
What Is Value Governance in Reporting?
Why it matters
Reporting teams rarely have enough time to fix everything.
Without value governance, work is often prioritised by volume, urgency, seniority, or whoever asks loudest. That can lead to more dashboards, more maintenance, and more duplicated reporting without improving the numbers that matter most.
Value governance helps the business decide which reporting problems deserve attention because they affect important decisions, trust, or cost.
What it looks like in a growing business
Value governance is a practical prioritisation habit.
It asks:
- Which decisions depend on this number?
- What is the cost if the number is wrong or untrusted?
- How often does the issue slow meetings or create reconciliation work?
- Who owns the business definition?
- Is the report still worth maintaining?
- Would fixing this reduce duplicated work or decision drag?
The goal is to connect reporting effort to business value, not just output volume.
How to spot the need for it
A business may need value governance if:
- Dashboard requests keep growing.
- Data teams spend time maintaining low-value reports.
- High-stakes metrics remain unclear while cosmetic requests get shipped.
- Old reports stay alive because nobody has authority to retire them.
- Leaders cannot see the cost of reporting mistrust.
The issue is not only capacity. It is prioritisation.
What to do next
Choose one reporting backlog or dashboard estate and sort it by decision value and trust risk.
Start with reports used for leadership, finance, customer, revenue, or operational decisions. Then identify duplicate, stale, low-use, or ownerless reports that create maintenance cost without clear value.
For related context, read the Invisible Data Tax and what is dashboard sprawl. For the broader framework, get the free opening chapter.