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Data-Services

JMT DATA SERVICES

Fix the Data Problems
Slowing Down Your Close.

JMT helps nonprofits eliminate manual data work, fix broken system flows, and give finance teams numbers they can trust – every month.

Talk to JMT About Data Services
Learn how it works
The Problem

Finance teams shouldn't have to compensate for broken systems. But most do.

If your team is spending hours every month fixing data before you can even start reporting, you're not alone. Data is moving, just not correctly, reliably, or in a way anyone fully trusts.

Hours spent cleaning data before close even begins
Reports that don't match, with no clear reason why
Manual uploads and spreadsheet workarounds
Reclasses every month just to stay aligned
Integrations no one trusts or wants to touch
Constant worry about audit exposure
What We Solve

We remove the manual work and fix the root cause, so your team stops patching problems every month.

We don't just move data. We fix how it moves, built specifically for nonprofit data services needs, so it holds up financially and operationally.

  • Integrations that move data correctly, without manual intervention
  • Fixes for broken data flows between ERP, CRM, payroll, and fundraising systems
  • Audit-safe corrections that don't create future cleanup
  • Automation for reclassifications and allocations that currently eat up hours
  • Clear system design so your team isn't guessing how data is flowing
  • Support during system changes so problems don't carry forward
Confidence
You trust your numbers, without double-checking everything.
Time back
Hours of manual cleanup removed from every close cycle.
Predictability
Close, reporting, and audits run the same way every time.
What This Looks Like in Practice

This is what changes when data flows correctly.

Tasks that used to take 6 to 8 hours a month
→
Reduced to 1 to 2 hours, or eliminated entirelyHours reclaimed for analysis, not data cleanup.
Manual cleanup before close
→
Replaced with reliable, automated data flowClose starts on time, with data finance already trusts.
Reclassifications done every month by hand
→
Handled automatically at the sourceNo more month-end fire drills to get the numbers right.
Why JMT Data Services

The difference is understanding the financial problem before designing the solution.

Most integration teams fix what's broken and move on. JMT works at the intersection of accounting and systems, so every solution we design accounts for your close cycle, your audit exposure, and how your finance team actually operates. Technically sound. Financially defensible.

01

Financial Integrity by Design

Every solution reflects how your numbers need to move, not just that they move. Reporting, allocations, and audit trails are built in from the start.

02

Audit-Safe by Default

Corrections and automation that hold up under scrutiny, without introducing new risk. No fixes that break the next audit cycle.

03

Built for Nonprofit Complexity

Grants, allocations, lean finance teams, compliance pressure: our solutions are designed for how nonprofits actually operate, not how enterprise software assumes they do.

04

No New Fragility

Clear ownership. Documented logic. Processes your team can run and trust, without relying on one person.

Your close gets faster.Less time fixing data. More time reviewing results.

Your audit gets cleaner.Fewer adjustments. Clear, defensible logic.

Your team gets relief.Less spreadsheet work. Fewer fire drills.

Is This a Fit?

If you're spending more time managing data than using it, this is the right conversation.

If your team is losing hours every month to manual data work, and you're not sure how to fix it without creating more risk, that's exactly where we start.

The organizations that benefit most take financial integrity seriously, and have started to lose confidence in the systems meant to protect it. Common starting points Grant reporting that won't reconcileFeeds that don't align to your chart of accounts, month after month. Allocations that break every cycleManual corrections that compound into audit risk. Connectors nobody owns or fully understandsIntegrations built years ago that touch your financials and that no one can fully explain. A system change is on the horizonNew platform, new team, or new audit cycle, and the current setup won't survive it.

Ready to fix the data problems holding your finance team back?

No sales pitch. Just a direct conversation about what's breaking and how to fix it without creating more risk.

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