Calfrac Well Services
AI for Oil & Gas: From Field Tickets to Oracle Fusion
A real-world Oracle AI use case implemented by ITCROSS for Calfrac Well Services.
Company Overview
Calfrac Well Services is an independent provider of specialized oilfield services with operations in North America and Argentina. In Argentina, its services include hydraulic fracturing, coiled tubing, cementing and wireline. Its Finance organization supports field operations in a transaction-intensive environment where speed, accuracy and traceability are essential.
1. The Challenge
- Field tickets were received by email as PDF documents and processed manually.
- Finance users extracted data into spreadsheets and Access databases to manage revenue recognition, customer invoicing and month-end accounting.
- Separate activities across Operations, Finance and Accounting created duplicated effort, manual reconciliations and limited end-to-end visibility.
- The process was difficult to scale as transaction volumes increased and risked creating workload bottlenecks or the need for additional Finance resources.
- Calfrac needed to improve data quality and consistency while strengthening traceability and financial controls.
2. Why ITCROSS
Calfrac partnered with ITCROSS to connect Finance process expertise with Oracle technical delivery. ITCROSS redesigned the revenue recognition process end-to-end and was responsible for solution architecture, Oracle AI integration, Oracle Integration Cloud development and Oracle Fusion implementation.
The solution applied Oracle AI to a real business challenge instead of treating AI as a standalone technology initiative. ITCROSS used Oracle platform services to extend standard Fusion capabilities, keeping Oracle Fusion Cloud Financials as the system of record while preserving compatibility with quarterly updates and maximizing Calfrac’s existing Oracle Cloud investment.
3. The Outcomes
- 100% automated capture of field tickets, eliminating manual extraction of data from PDF documents received by email.
- 100% digital traceability from the original field ticket to the related customer invoice and accounting transactions in Oracle Fusion Cloud.
- A single integrated workflow connecting Operations, Finance and Accounting around the same data and source of truth.
- Automated ticket processing and accounting provisions, with invoice creation support, month-end reconciliation and financial reporting connected to the original field ticket.
- Elimination of multiple manual spreadsheets and Access databases previously required for revenue recognition activities.
- Improved data quality and consistency, reduced risk of human error and stronger financial controls.
- More Finance capacity for exception review and higher-value activities.
- A scalable Oracle-native foundation for higher transaction volumes and future Finance automation in other countries.