Can you figure out why our reports disagree?
Yes. Conflicting reports often measure different definitions, populations, or time windows rather than simple arithmetic errors. The task is to reconstruct how each number is produced and determine which interpretation is appropriate for the decision.
What a solution might involve
Trace a small sample from source records through transformations and exclusions. Compare timing, adjustments, identifiers, and definitions. Document the reconciliation and establish a shared metric definition before building a replacement report or dashboard.
What needs care
Choosing the number that looks more plausible can conceal a real control problem. Historical corrections and delayed records may be legitimate. The analysis should preserve the original reports and explain differences rather than silently forcing agreement.
How we would judge whether it works
Material differences are explained with traceable examples. Leadership knows which measure to use for which decision, unresolved gaps are explicit, and future reports expose freshness and definition changes instead of hiding them.
Likely engagement
Embedded Problem Solver: $5,000 to $20,000+ / month. This is a likely starting tier, not a quote. Scope, access, dependencies, and responsibility for operation need agreement first.
Discuss Embedded Problem SolverWhat to send first
Provide the two reports, their dates, the decision they support, and a redacted sample of underlying records.
Experience and scope
Selected builds documents the currently authorized public proof. This page describes a proposed approach, not a claim of a completed client engagement in this exact workflow.
Related problems
- Can you build a dashboard that helps us decide what to do next?
- Can you connect systems that currently need manual copying?
Have something you need built, fixed, or figured out?
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