Forex Data Quality

Audit-Grade Tick Data QC & Deterministic Bar Generation

We run forensic tick-data checks—deduplication, strict time ordering, gap & weekend-tick handling, outlier and spread-threshold validation—and deliver deterministic M1–D1 bars with UTC-aligned timestamps and AI-ready CSV/Parquet outputs.

14+
Data vendors cross-checked
1.2B+
Ticks validated
1.2K+
QC reports delivered
25M+
UTC-aligned OHLCV bars

Forensic Tick Data QC

Duplicates removed, time order enforced, gaps & weekend ticks handled, outliers and spread thresholds validated. Clean ticks with an audit report — ready for research and execution.

Validated M1–D1 Bar Generation

Deterministic resampling from tick to OHLCV with UTC-aligned timestamps, consistent session rules, and AI-ready CSV/Parquet deliverables.