FintechEngineering

Transaction failure rates

Monitoring how many users try to send money but get a technical error.

Who is this for?

Engineering teams ensuring transaction reliability and minimizing payment failures.

What problem does it solve?

Track and reduce transaction failures to improve user trust and revenue.

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Questions You Can Answer

Key Insights & Dashboards

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Question

What's failing?

Insight

2.8% of transactions fail - timeout errors account for 45% of failures.

Question

Which payment method?

Insight

ACH transfers fail 3x more than card payments due to insufficient funds.

Question

Do retries work?

Insight

68% of failed transactions succeed on first retry within 24 hours.

Business Impact

Expected ROI

Organizations using this use case typically see measurable improvements in these areas.

Reduce transaction failures by 50%

Recover $500K in failed payments monthly

Improve user trust and retention

Data Requirements

What You'll Need

To use this analysis, ensure your warehouse contains the following data. Mitzu will automatically detect and map these fields.

  • Transaction attempt events
  • Error codes and messages
  • Payment method data
  • Retry attempt events
Schema Mapping
user_id→ required
timestamp→ required
event_type→ required
properties→ optional

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