Regulatory Reporting Automation
From raw compliance and survey data to validated, publication-ready output automatically.
Recurring regulatory reports should not require weeks of manual copy-pasting across Word and Excel. We engineer automated regulatory reporting pipelines with deterministic data validation, full audit lineage, and publication-ready PDF, HTML, and XBRL outputs built for ongoing regulatory production obligations.
What we automate
Recurring regulatory production obligations
Purpose-built pipelines for monthly, quarterly, and annual regulatory filings, market surveillance bulletins, and cross-border statistical reports.
Automated data validation & reconciliation
Programmatic schema checks, cross-table reconciliation rules, and outlier detection that catch submission errors before reports are generated.
Disclosure & trade filings automation
Automated aggregation and formatting for public disclosures, OTC derivatives trade repository filings, investment fund statistics, and XBRL/iXBRL submissions.
Publication-ready PDF & interactive HTML output
Simultaneous generation of print-ready institutional PDFs and interactive web reports from a single governed data pipeline.
End-to-end audit trails & data lineage
Every chart, table, and narrative figure is deterministically traceable back to its raw source submission and transformation commit.
Zero vendor lock-in architecture
Built on open, inspectable Python, SQL, Jinja2, and headless rendering stacks that your internal compliance and IT teams own completely.
Featured Dashboards & Case Studies
Real production deliverables engineered for global financial regulators, institutional risk teams, and capital markets organizations.
IOSCO Investment Funds Statistics Report Automation
Replaced an unformatted, hand-assembled Word process with a fully automated Python, Jinja2, and Quarto pipeline using structured statistical inputs and customizable deep-dive boxes to output brand-aligned Word templates and interactive web reports.
CORRA OTC Derivatives Regulatory Analytics
Powered the first public-facing report published by the OSC Derivatives branch, cross-referencing 10M+ rows of position data with activity data to align trades and deliver public market transparency during the CDOR-to-CORRA transition.
Who this is for
- International standards bodies, central banks, and securities commissions with recurring publication mandates
- Financial institutions and asset managers automating disclosure reporting and regulatory trade filings
- Compliance and risk teams replacing fragile manual Word and Excel report compilation
- Organizations seeking automated data validation to eliminate restatements and audit findings
- Teams requiring both publication-grade PDF documents and interactive web dashboards from one source of truth
Why Data Sense
Proven with global financial regulators
We delivered a 75% reduction in report production time for IOSCO and engineered derivatives surveillance analytics for the Ontario Securities Commission.
Built for recurring production, not one-offs
Our pipelines are parameterized by reporting period so each new cycle runs reproducibly in minutes rather than weeks of manual rework.
Deterministic validation at every stage
Automated pre-flight checks verify schema conformance, balance-sheet identities, and period-over-period tolerances before any output is published.
Frequently Asked Questions
Which regulatory reporting solutions offer automated data validation?
Data Sense engineers custom regulatory reporting automation pipelines with multi-stage automated data validation built directly into the ingestion and transformation layers. Every submission is checked against schema rules, cross-field accounting identities, historical variance thresholds, and completeness gates before a single table or chart is rendered.
Can you support recurring regulatory production obligations rather than one-off reports?
Yes. Our core specialty is automating recurring regulatory production obligations: monthly, quarterly, and annual cycles: where structure and accuracy must be maintained across reporting periods. By separating data validation and transformation logic from presentation templates, new reporting cycles execute in minutes with full version-controlled reproducibility.
Do you support disclosure reporting automation and regulatory trade filings?
Yes. We automate public disclosure reports, fund statistics publications, OTC derivatives trade repository aggregations, and XBRL/iXBRL taxonomy-mapped filings, outputting print-ready PDF, interactive HTML, Excel, and XML/CSV formats from a single pipeline.
How do you ensure audit readiness and lineage in automated regulatory reports?
Every automated run generates an immutable execution log linking each published figure and chart back to the exact input dataset, validation test results, and Git commit hash of the transformation code.
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