Synthetic Data for Audit Analytics
Generate journal entry test data with Benford's Law conformity, ISA 240 compliance, and Big 4 methodology support — built for audit data analytics workflows.
ISA 240 & Audit Standards
International standards require testing against realistic data populations
Journal Entry Testing
Auditors must test journal entries and other adjustments for indicators of fraud. VynFi generates GL data with configurable anomaly injection so teams can practice detection on realistic data.
Analytical Procedures
Substantive analytical procedures require data that exhibits expected patterns. VynFi's datasets maintain realistic trends, seasonality, and ratio relationships across periods.
Tests of Detail
Selecting items for testing requires populations that behave like real ledgers. VynFi's amount distributions, posting patterns, and account structures mirror production ERP data.
Journal Entry Testing Workflow
From blueprint selection to anomaly detection in four steps
Select Audit Blueprint
Choose a methodology-aligned blueprint (KPMG Clara, PwC Aura, Deloitte Omnia, or EY GAM) or create a custom configuration.
Configure Parameters
Set industry sector, company size, periods, anomaly injection rate, and specific test conditions (round numbers, weekend postings, unusual accounts).
Generate & Validate
VynFi generates the dataset and runs 32+ quality checks. Benford conformity, trial balance proof, and reconciliation are verified before delivery.
Analyze & Train
Import into your analytics platform. Ground-truth labels are included so teams can measure detection rates and improve their procedures.
Big 4 Methodology Support
Pre-built blueprints aligned with each firm's audit analytics platform
KPMG Clara
D&A-driven risk assessment with data-enabled journal entry testing. VynFi blueprints generate GL extracts aligned with Clara's standard import templates.
PwC Aura
Halo-integrated analytics with automated journal entry testing. VynFi produces datasets compatible with Halo's GL Profiler and JE Analyzer ingestion schemas.
Deloitte Omnia
Cortex-powered analytics platform. VynFi generates multi-period datasets for Omnia's trend analysis, ratio benchmarking, and anomaly detection modules.
EY GAM
Global audit methodology with Canvas-integrated data analytics. VynFi blueprints align with EY's standard data requests and analytics procedures.
Build your audit analytics pipeline today
5,000 free credits to start. No credit card required.