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Financial Services

Financial services: making reporting preparation traceable and faster

An anonymised financial services team wanted to reduce manual reporting prep without weakening review or auditability.

Timeline

10 days

Results

21 hours saved per month
Cleaner audit trail
Human review preserved on the final step
Impact over time+817%

The challenge

Reporting preparation involved collecting documents, comparing versions, validating status, and creating working files for review. The work was slow and it was difficult to see exactly what happened and when.

What we built

We built an automation that:

  • gathers the relevant source material on schedule
  • flags missing files, inconsistencies, and exceptions
  • keeps an audit trail for each step
  • prepares a structured review list for the final human decision

Why it worked

The automation did not try to replace professional judgment. It removed repetitive prep work and made the reporting trail far easier to trust.

PythonSupabaseSecure file storageClaude

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