Eight Stages. Zero Guesswork.
An interactive pipeline walks you from database connection to promoted PPDM rows — with FK dependency graphs, nullable detection, and reconciliation QC at every step.
Pipeline Stages
Click any of the nine stages above to see a description and screenshot for that step of the pipeline.
Built for Petroleum Data and Energy.
An end-to-end platform for loading, cataloging, and governing petroleum data — from raw files to a fully populated PPDM 3.9 schema.
PPDM Data Loading
Interactive 8-stage pipeline loads wells, fields, and business associates into PPDM 3.9. FK dependency graph resolves foreign keys automatically. Supports SQL Server, Oracle, and Snowflake.
Standard Formats Catalog
Load and search LAS, DLIS, LIS, SEG-Y, and UKOAA P1/90 files. Auto-match to PPDM wells by UWI. Includes survey maps and seismic section viewer. Export original file copies on demand.
Data Governance
Built-in normalisation (TRIM, UPPER, ISO dates) and schema-aware validation catch bad data before it reaches PPDM. Fingerprint-based column mapping eliminates manual remapping on repeat loads.
AI Assistant
Ask questions about your data in plain English. The built-in AI assistant queries your PPDM schema, explains table relationships, and helps diagnose load errors — no SQL required.
Three Databases. One Tool.
Point Data Wrangler at whichever database your shop runs. Connection string in, data out.
How We Stack Up.
Data Wrangler vs. the main commercial tools in the petroleum data management space.
| Feature | Data Wrangler | Petrel Studio | PPDM OSDU | Recall / OpenWells |
|---|---|---|---|---|
| PPDM 3.9 schema | ✅ Native | Partial | ✅ | Partial |
| LAS cataloging | ✅ | ✅ | Limited | ✅ |
| DLIS / LIS | ✅ | ✅ | Limited | ✅ |
| SEG-Y / P1/90 | ✅ | ✅ | ✅ | ❌ |
| File inventory | ✅ | Limited | ✅ | ❌ |
| Work assignment | ✅ | ❌ | Limited | ❌ |
| Browser portal | ✅ | ❌ | ✅ | Limited |
| Header export / PPDM update | ✅ | ✅ | ✅ | Limited |
| SQL Server / Oracle / Snowflake | ✅ | SQL Server | Cloud only | SQL Server |
| AI assistant | ✅ | ❌ | ❌ | ❌ |
| Open architecture | ✅ Python | ❌ Proprietary | ✅ | ❌ |
| Self-hosted | ✅ | ✅ | ❌ | ✅ |
| Price | $50K / yr | $100K+ / yr | Enterprise | $50K+ / yr |
Data Wrangler vs. general ETL and data management platforms.
| Feature | Data Wrangler | Informatica | Petrosys | IHS Enerdeq | P2 Energy |
|---|---|---|---|---|---|
| File format ETL | ✅ | Limited | Limited | ✅ | Limited |
| PPDM native | ✅ | Proprietary | Proprietary | Partial | Proprietary |
| LAS / DLIS / SEG-Y | ✅ | LAS only | ❌ | ✅ | ❌ |
| Custom mapping rules | ✅ | Limited | Limited | Limited | Limited |
| Multi-dialect DB | ✅ | SQL Server | SQL Server | SQL Server | SQL Server |
| Open architecture | ✅ | ❌ | ❌ | ❌ | ❌ |
| Price | $50K / yr | $50K+ / yr | $100K+ / yr | $200K+ / yr | $150K+ / yr |
Ready to Load Some Wells?
For evaluation licenses contact: support@datawranglersolutions.com
