We work with small operating teams that have outgrown spreadsheets but do not need a data platform. Clear definitions, a handful of reliable dashboards, and documentation that survives staff turnover.
One agreed meaning per number. We write the definitions down, map them to the source system, and remove the duplicates that quietly disagree with each other.
Most teams have too many dashboards and trust none of them. We consolidate to the few that drive decisions and retire the rest.
Documentation and a short training session so the work stays maintainable after the engagement ends.
A first engagement is typically three to five weeks. We start with a review of what already exists, agree a short list of metrics with the people who use them, then rebuild only what needs rebuilding. We do not resell software and we do not take vendor commissions.