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Vibe Coding Has an Audit Problem

A professional beside a glass pane showing a readable spreadsheet formula, with opaque blurred code on the dark wall behind - auditable business logic versus opaque vibe-coded software.

Vibe coding produces software with no audit trail. When AI generates business logic from natural language prompts, the resulting code has no traceable author, no reviewable specification, and no way to verify that it implements the intended rules. For regulated industries and calculation-heavy workflows, that’s a compliance risk. Vibe coding is fast. You describe what

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Optimize Compliance Reporting with Excel and Molnify

Compliance Report with Excel

For most banks and finance teams, Excel remains the default for pulling together regulatory reports. However, compliance reporting with Excel comes with significant challenges. As rulebooks multiply (Basel III, AML directives, and GDPR), the spreadsheet approach starts to creak under the weight of growing data volumes, tight accuracy requirements, and traceability demands. Below we will

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