Compliance Solutions

Simplifying Regulatory Compliance for SOX, APCD, and NAIC MAR

Why Choose DataOps for Simplified Regulatory Compliance

The DataOps platform transforms compliance from a periodic audit cost into an automated, continuous operational capability.

Guaranteed Auditability via Automated Evidence

Capture and maintain tamper-proof, time-stamped logs of all data movement and control executions.

Shift from Periodic to Continuous Compliance

Monitor data integrity in real-time, proactively detecting anomalies before they cause regulatory breach.

Complete Traceability and Reproducibility

Link every output back to source data and ensure reported figures are accurate, verifiable, and reproducible upon demand.

Key Features

Key Features of DataOps Platform for Compliance

Compliance Evidence & Audit Readiness

Enterprise Collaboration

Central repository of test results, scheduled runs, email/web reporting.

DB Metadata Testing

Audits schema changes (types, lengths, indexes) across environments.

Enables Continuous Integration for BI (Jenkins/GitLab, CLI/REST)

Pipeline triggered runs produce consistent, machine generated logs and artifacts that strengthen audit trails.

Scheduling & Email Notifications

Scheduled test plans systematically log executions and notify stakeholders, reinforcing an auditable history.

Continuous Data Integrity Assurance

Flat File Testing (with file watcher)

Auto detects new incoming files and kicks off tests immediately → event driven, continuous control.

Performance testing of BI dashboards

Supports periodic production monitoring and captures performance metrics on every run, moving checks from ad hoc to continuous.

Stress testing of BI dashboards

Simulates concurrent user load and stores run histories/statistics, enabling proactive detection of performance risks before breaches occur.

Scheduling & Email Notifications

Schedules keep validations running at defined intervals, sustaining continuous compliance posture.

End-to-End Data Lineage & Validation

End to End Data Testing

Source↔target comparisons across heterogeneous platforms → link every reported output back to origin.

Baselining Capabilities

Baselines for incremental ETL/SCDs/regression → reproduce prior results and detect deviations reliably.

Identify differences between Report & SQL output

Ties report “actuals” directly to source of truth SQL “expected,” providing a defensible linkage from output back to source data.

Compare different environments (Dev/UAT/Prod)

Runs the same tests across environments to confirm results are reproducible and consistent.

Data Reconciliation

Matches data across systems to confirm consistency and trace outputs back to original sources.

Case Studies / Whitepaper

Our clients receive great value from our data validation solutions

Trustworthy Financial Insights for
a Global Ticketing Leader

Compliance Is a Data Problem First: How Datagaps Enables Continuous Assurance

Powering a Midwest Insurer’s Financial Reconciliation

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Experience how Datagaps automates SOX, APCD, and NAIC MAR compliance — reducing manual effort and ensuring continuous audit readiness.

FAQ's about SOX, APCD & NAIC MAR Compliance

What is SOX?

SOX stands for the Sarbanes-Oxley Act, a U.S. federal law that mandates strict internal controls over financial reporting. It requires organizations to ensure the accuracy, integrity, and auditability of financial data to prevent fraud and misstatements. Compliance involves maintaining traceable data flows, automated evidence, and reproducible results.

What is APCD?

APCD refers to All-Payer Claims Database, a state-level initiative under the No Surprises Act. It collects healthcare data such as medical claims, pharmacy claims, provider details, and eligibility records. Compliance requires accurate, complete submissions validated against hundreds of state-specific rules and thresholds, often audited for financial accuracy and data integrity.

What is NAIC MAR?

NAIC MAR stands for the National Association of Insurance Commissioners Model Audit Rule. It applies to insurance companies and focuses on internal controls over financial reporting similar to SOX but tailored for the insurance industry. Compliance demands transaction-level traceability, reconciliation across systems, and audit-ready documentation.

What is “Shift Left” in Compliance?

“Shift Left” means moving compliance checks earlier in the data lifecycle—into ingestion and transformation stages—rather than waiting until BI dashboards or reports. This approach catches issues sooner, reduces rework, and ensures compliance controls are enforced continuously.

What is Audit Evidence Management?

Audit evidence management refers to capturing and maintaining tamper-proof, time-stamped logs of all data movements and control executions. It includes versioned test repositories, scheduled runs, and machine-generated artifacts that auditors can verify without manual intervention.

What is Data Lineage and why is it important?

Data lineage tracks the journey of data from its source to its final report. For compliance, it provides a defensible link between reported figures and source-of-truth data, ensuring outputs are verifiable and reproducible across environments.

What is Data Reconciliation?

Data reconciliation ensures consistency between different systems or layers (e.g., source vs. target, SQL vs. BI report). It confirms that reported numbers match original data, which is critical for financial and regulatory compliance.

What is Baselining in Compliance Testing?

Baselining involves creating reference points for ETL processes or regression tests. It helps detect deviations from expected results and ensures reproducibility across environments like Dev, UAT, and Prod.

What is Continuous Compliance Monitoring?

Continuous monitoring uses automated tests and alerts to validate data integrity in real time. It replaces ad-hoc checks with scheduled validations, anomaly detection, and proactive notifications to prevent compliance breaches.