Uncertainty & sensitivity analysis for high-impact CAPEX decisions
Independent review to test decision robustness before irreversible capital is commited.
Independent risk analysis for capital investment decisions, focused on downside risk and decision fragility.
Why CAPEX decisions fail more often than expected
Risk analysis in capital investment cannot rely on point estimates alone.
CAPEX decisions are still frequently approved using point estimates and limited sensitivity checks, despite decades of evidence showing that this systematically understates uncertainty and downside risk.
Risk analysis in capital investment requires explicit treatment of uncertainty, not single-value forecasts. Hertz (1964), Harvard Business Review.
This requires analytical independence: no commissions, success fees, or financial interests linked to the outcome of the decision.
Large capital projects consistently suffer from optimism bias and underestimated costs. Flyvberg (2014). Oxford Review of Economic Policy.
Risk and sensitivity analysis are explicitly recommended in the appraisal of large investment projects. European Commision (2014). Guide to Cost-Benefit Analysis of Investment Projects.
Statements reflect well-established findings in the referenced literature.
Example: 45M€ Solar Project Independent CAPEX Risk Review
Utility-scale solar project under merchant exposure.
Board approval pending final investment decision.
Key Quantitative Findings
- Deterministic IRR: 11.8%
- Monte Carlo Median IRR (P50): 10.2%
- Probability IRR < WACC: 27%
- Main Risk Driver: Merchant price volatility
- Break-even Price: 68 €/MWh
What the Analysis Revealed
While the deterministic model suggested strong returns, probabilistic modelling showed a material risk of value destruction under realistic price volatility.
Revenue exposure was identified as the dominant fragility factor. Approval conditions were reconsidered pending risk mitigation.
Is Your CAPEX Decision Robust Under Realistic Uncertainty?
Most investment models show a single outcome.
Few quantify how fragile that outcome is under realistic variability in prices, costs, or timing.
Before committing irreversible capital, stress-test the decision logic.
When this is NOT a fit
This work is not designed for exploratory studies, low-impact investments, or decisions that are already politically locked-in. Scope360 is relevant only when the cost of being wrong is material and the decision is still open.
Independent decision support for capital intensive projects
Focused on CAPEX, expansion, and other high-impact investment decisions
When an independent CAPEX review makes sense
Material capital investment decisions (CAPEX, capacity expansion, make-or-buy).
Existing analyses with fragile or conflicting conclusions.
Situations where downside risk or uncertainty is asymmetric.
Decisions where a wrong call would have material financial or reputational impact.
What you can expect from an independent CAPEX review
Decision clarity
Decision-ready conclusions, not dashboards or generic reports.
Analytical rigor
Explicit assumptions, sensitivity analysis, and transparent uncertainty ranges.
True
independence
No implementation agenda, no commissions, no incentives tied to approval.
Focus areas
Independent analytical support for high-impact CAPEX and capital allocation decisions.
CAPEX Decision Review
Independent assessment of business cases, value drivers, risks, and downside scenarios before capital is committed.
Uncertainty & Sensitivity Analysis
Identification of the assumptions that truly matter and how sensitive conclusions are to change.
Data & Evidence Review
Validation of data quality, proxies, model structure, and inference limits supporting the decision.
Executive Decision Brief
Concise, decision-ready synthesis outlining recommendation ranges, key risks, and decision conditions.
Only relevant for high-impact capital decisions where the cost of being wrong is material.
This work is not designed to promote investment decisions, but to test whether they are robust before capital is committed.
If you reached this page via direct outreach or referral, this is the intended next step.
Initial discussion
Email: info@scope360.es