Turn Sky production forecasts into structured cash flows, report-ready outputs, and LLM-friendly Excel exports
Last updated: May 2026
In upstream oil and gas, deal teams and portfolio managers routinely need to turn production forecasts into clear economic outputs for investment decisions, A&D evaluations, and stakeholder communications. AlphaX Evaluate converts well-level Sky volumetrics and EURs into structured cash flow outputs, reports, and LLM-friendly Excel exports. It applies your economic assumptions consistently, keeps forecast assumptions linked to the results, and makes it easier to move from forecast data to decision-ready materials while preserving traceability in the handoff.
How Evaluate Works
Evaluate sits directly on top of Sky's production forecasts and converts forecast volumetrics into consistent cash flows, report-ready outputs, and Excel exports.
- Standardized cash flow outputs from Sky volumetrics.
- Transparent assumption handoff between forecast and economics.
- LLM-friendly exports that preserve the forecast context.
Core Capabilities
- Apply Assumptions — Apply price, costs, taxes, and ownership assumptions to well forecasts.
- Generate Standardized Cash Flow Statements — Produce consistent cash flow outputs directly from Sky volumetrics, including production, revenue, expenses, taxes, and net cash flows at the well, pad, or portfolio level.
- Preserve Context — All assumptions travel with the results, helping teams trace forecast decisions and reuse outputs across analyses.
- Excel Exports — Export complete economic detail — including every formula and input variable — into clean, structured Excel files that integrate seamlessly with your existing models and tools.
Common Questions
What inputs are needed?
Only well-level volumetrics (EURs and forecasted volumes) exported from Sky.
Can I run scenarios quickly?
Yes. Update any assumption and regenerate cash flows, graphs, and exports immediately.
Can this accelerate investment memo creation?
Yes. The structured Excel exports are specifically designed to support standard financial tooling as well as LLM workflows, enabling faster memo and deck development.
Key Benefits in Practice
- A&D and Due Diligence — Import Sky volumetrics for target assets, apply your assumptions, and produce transparent cash flow models ready for data rooms.
- Portfolio Analysis and Optimization — Aggregate wells, compare scenarios, and generate standardized outputs for internal reviews or external reporting.
- Investor and Board Communications — Deliver consistent, professional cash flow statements and supporting graphs that reflect your assumptions clearly.
- LLM-Ready Workflows — The fully documented Excel exports allow seamless integration with AI tools for deeper analysis, sensitivity testing, or custom reporting.
Why Transparency and LLM Readiness Matter
Modern energy investment processes demand clear visibility into assumptions and calculations. Evaluate makes forecast outputs more transparent by keeping assumption detail with the exported files. This helps investors, banks, and internal stakeholders understand the handoff from production forecast to economic output while making the data easier to use in today's AI-assisted analytical environments.
Ready to Streamline Your Workflow?
Evaluate turns Sky production forecasts into structured, report-ready Excel exports and cash flow outputs — quickly, consistently, and transparently.
Transform volumetrics into standardized economics in minutes.