Modernizing Upstream Corporate Planning, AFE Governance & Post-M&A Analytics

1. The Operational Challenge (Fragmented Inputs)

For mid-cap and enterprise upstream producers in Calgary, month-end corporate planning, capital AFE tracking, and production accrual reconciliation are frequently bottlenecked by disconnected systems. Reservoir/Exploitation, Drilling & Completions (D&C), Facilities, Production Accounting, and Finance teams often operate in separate spreadsheets and legacy databases.

Across multi-year engagements—including enterprise transformation work at Enerplus and active project delivery at Strathcona Resources Ltd.—leadership faced critical operational friction:

• Manual Month-End Collation: Engineering and finance analysts spent hundreds of hours manually extracting, reconciling, and validating CapEx, OpEx, and production actuals/accruals before leadership could review monthly burn rates.
• Post-M&A Schema Collisions: Incorporating newly acquired corporate assets introduced conflicting cost center hierarchies, AFE numbering conventions, and economic assumption registers.
• Delayed Executive Visibility: Because data preparation consumed the first half of every month, Senior Leadership often reviewed capital variance and production netbacks weeks after field execution occurred.

2. The amplitiq Architecture & Delivery Approach

Stepping in as the strategic bridge between technical IT/data engineering teams and operational business units, amplitiq applied a systems-first engineering approach to overhaul the planning and analytics backbone:

• Automated ETL & Cloud Warehouse Integration: Replaced manual spreadsheet handoffs with automated extraction, transformation, and validation pipelines across Snowflake, Azure Databricks, Informatica, SQL, and Python.
• Domain Platform Synchronization: Unified capital planning and reserves/forecasting workflows across Quorum Execute, Enersight, and field SCADA/Historian telemetry into standardized semantic models (SSAS).
• Post-Acquisition Data Harmonization: Engineered automated source-to-target mapping layers that absorbed two major corporate M&A acquisitions without disrupting monthly close schedules.
• Techno-Economic & Stage-Gate Governance: Standardized multi-year development plan economic models (DCF, NPV, IRR, payout, capital efficiency) to ensure consistent capital ranking across asset teams.

3. Executive & Business Outcomes

By treating operational planning like scalable software, the modernized architecture delivered immediate, measurable value to executive leadership and frontline teams:

• Mid-Month Executive Decision Cadence: Compressed month-end data compilation and validation timelines so verified, high-integrity CapEx, OpEx, and production performance data reached Senior Leadership by mid-month.
• Thousands of Cumulative Engineering & Finance Hours Reclaimed: Shifted multidisciplinary teams away from repetitive spreadsheet wrangling toward high-value reservoir analysis, capital optimization, and field execution.
• Audit-Ready Data Lineage: Established transparent, repeatable governance controls compliant with Bill 198 / SOX / ITGC standards and APEGA P.Eng. technical sign-off requirements.