Regulated entity — compliance

Regulatory reporting: inputs ready in hours, not days

Concept under validation: automatic preparation of inputs for regulatory reports, with cross-source consistency checks and data traceability.

In validation
Days → hours
input preparation per report
100%
data with a traceable source

The challenge

Every periodic report to the regulator requires collecting data from multiple internal sources, consolidating it and checking that the figures are consistent with each other. The process is manual and repeats every cycle: days of preparation per report, knowledge that lives in a few people’s heads, and intermediate spreadsheets that are hard to audit. Inconsistencies between sources tend to surface at the end — or after the report has been submitted. And every regulatory change forces the process to be rebuilt by hand.

The proposed solution

Automating the preparation of the inputs, not just the submission:

  • Automatic collection of the inputs from the defined sources, on every reporting cycle.
  • Cross-source consistency checks before the report is assembled: totals, cutoffs and cross-referenced figures.
  • Traceability of each data point’s origin: any figure in the report can be traced back to its source.
  • Early alerts when a source doesn’t add up, with time to correct before the submission date.

Expected results

Preliminary figures, subject to the ongoing validation:

  • Input preparation per report: from days to hours.
  • 100% of the data with a traceable source.
  • When the regulator asks, the evidence for each figure’s origin is ready — no last-minute reconstructions.

Status

This concept is under validation with real compliance operations at regulated entities. The published metrics are preliminary targets that we will confirm with measurements on real reporting cycles.

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