ARC Data Analytics Handbook

Version 0.0.2

All things data analytics at ARC Resources.

WIPA Version History

Model – Update History

The WIPA model will be re-trained twice per year (January 1 and July 1).

There will be periodic full model updates outside of the typical re-training schedule to allow for model improvements prior to scheduled re-training.
In rare cases, updated geological mapping may highlight the need for a re-training event in advance of the typical schedule.

Small updates to mapping will typically be left to the standard re-training schedule.

WIPA Model Version History

Current Production Version: PRD Version 11 (Feb 2026)

VersionDateUpdates
0July 2023Initial release of model
1, 2, 3Nov 21–23, 2023Update to data environment
4Jan 1, 2024January re-training
5Jan 9, 2024Updates to geo-mapping (insitu-index)
6Apr 1, 2024Updates to geo-mapping (SW)
7July 1, 2024July re-training
8Oct 3, 2024WIPA Data Enhancements (per 100m and improved volumes correction)
9Feb 24, 2025WIPA Q1 2025 Feature Review (T/m + ADA + DI – SW24Proxy)
10July 29, 2025July re-training
11Feb 18, 2026Feb re-training

The WIPA model will be continuously evaluated to ensure that well predictions are in-line with ARC’s expectations.

Latest model metrics can always be found in the WIPA dashboard under the Reference section.

Training Schedule

The model is scheduled to be re-trained January 1st and July 1st each year.

Re-training at these times allows the model to consider:

  • Updates in well design and completion configurations
  • Additional production history from newly producing wells

Due to re-training, there may be small changes in model predictions when a new version is released.

Previous scenario simulations will not be re-calculated with new model versions; however, the model version used for those simulations is recorded for reference.