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Industry Trends5 min read

Why upstream estimating is moving off spreadsheets — and what replaces them

Rhino Intelligence10 October 2025

The oil and gas industry has long relied on spreadsheet-based workflows for early-stage project development. Equipment sizing calculations, cost estimates, and financial models live in disconnected Excel files that are difficult to version-control, share across teams, or audit for errors. As projects grow more complex and capital discipline tightens, this fragmented approach creates real operational risk: formula errors go undetected, cost databases become stale, and critical assumptions are buried in individual cells.

Cloud-based engineering platforms offer a fundamentally different model. By centralising technical calculations, cost data, and financial analysis in a single integrated environment, teams gain traceability from input assumptions through to final investment metrics. Version history is automatic, calculations follow validated methodologies, and cost databases can be updated centrally rather than propagated through email chains. The result is faster screening cycles, more consistent outputs, and a clear audit trail for regulatory and partner review.

The shift is already underway. Operators, engineering consultancies, and independent developers are adopting purpose-built SaaS tools that handle the full conceptual engineering workflow. For teams evaluating multiple opportunities simultaneously, the productivity gains are substantial, enabling engineers to focus on judgment and optimisation rather than data entry and formula maintenance.

Tags:spreadsheet replacementcloudSaaSengineeringoil and gas