Services
SchemaHelm provides practical support for businesses dealing with messy reporting, unclear schema, and fragile SQL logic in SQL Server and PostgreSQL environments.
SchemaHelm helps businesses get messy data, disconnected systems, and unreliable reporting ready for a more trusted AI future.
Schema & Data Flow Mapping
A structured view of how data moves between systems, tables, reports, and manual processes.
This service helps with:
identifying source-of-truth systems
understanding how data moves and changes
exposing hidden dependencies and fragile handoffs
Why it matters:
If the data flow is unclear, reporting logic becomes harder to trust and harder to improve.
Outcome:
A clearer understanding of how reporting is built and where structure needs strengthening.
Messy Data Diagnostic
A focused review of where reporting confusion, duplication, and risk are coming from.
This service helps with:
conflicting reports and inconsistent numbers
spreadsheet workarounds and manual fixes
hidden reporting risks and weak processes
Why it matters:
When reporting problems are not clearly understood, businesses waste time treating symptoms instead of fixing causes.
Outcome:
A clearer view of the problem areas, likely risks, and where to focus first.
Reporting Reconciliation & SQL Logic Review
A review of why reports do not match and where reporting logic is breaking down.
This service helps with:
mismatched metrics and conflicting outputs
unclear joins, filters, or transformations
SQL logic that is hard to trust or maintain
Why it matters:
When key reports disagree, confidence drops and decision-making becomes slower and riskier.
Outcome:
A clearer path to more trusted reporting and stronger reporting logic.
Not sure which service fits?
If you are dealing with conflicting reports, unclear data flow, or fragile SQL logic, get in touch and describe the challenge.