Understand the position. Explore what could change.
A benchmark establishes a reference for comparison. A scenario examines a result under specified assumptions. Each needs a clear basis before it can inform a decision.
Benchmarking
What is a useful comparison?
01
Choose the reference
Select peers, markets or roles that are relevant to the decision. Explain the inclusion criteria and material differences.
02
Align the basis
Use consistent definitions, reporting periods and units. Make adjustments and exclusions visible.
03
Interpret the range
Examine the spread and the reasons for differences. Assess how much weight the available observations can support.
Scenario analysis
What changes under another set of assumptions?
01
Establish the baseline
Set out the starting position, model structure and sources. Separate observed information from assumptions.
02
Change the assumptions
Test coherent changes in commercial, operating or cost conditions. Use sensitivities to isolate individual drivers.
03
Examine the implications
Compare the effects on performance, cash requirements or the cost of a decision. Identify which assumptions matter most.
The management discussion
What does the evidence support, what remains uncertain and which choice follows?
The interpretation
The method matters as much as the output.
A precise-looking result can rest on a weak comparison or an unsupported assumption. We make the basis visible so management can judge how much confidence to place in the analysis.
Differences need an explanation. Alternatives need a rationale. Both need to remain open to examination.
A relevant comparison
Business model, scale, geography and measurement scope can explain a difference. Choose the comparison group around the question being asked.
An explicit assumption set
Document the baseline, changed variables and rationale for the ranges. Keep forecasts and modelled outcomes clearly labelled.
Evidence that carries its limits
Show data coverage, sample composition, unusual observations and unresolved gaps. Keep likelihood assessments separate from scenario outputs.
A decision in context
Treat the benchmark as a reference. Leadership’s chosen position should reflect priorities, constraints and the cost of action.
What the work can include
A basis to compare. Options to examine.
We shape the comparison and model around the decision, the available information and the variables that could materially affect it.
01
Benchmark analysis
Relevant comparison groups, aligned measures, positioning and ranges, with the evidence and limitations behind the interpretation.
02
Scenario and sensitivity models
Documented baseline assumptions and alternative cases showing the effect of selected changes on performance, cash or cost.
03
A decision brief
The material differences, influential assumptions, implications and questions management needs to resolve before choosing a course of action.
Management validates business inputs, reviews assumptions and chooses targets and actions. Modelled results remain conditional on the assumptions used.
A proposed manufacturing compensation study connects role-matched benchmarks with headcount-weighted adjustment scenarios. Management can examine market position and the budget implications of alternative choices.
A downside scenario becomes useful when it changes the decisions leadership can make. Follow the pressure through the business, test the time needed to respond, and identify which options would still be available.
A dashboard should reveal the judgement a leadership team needs to make. That requires more than accurate measures: it requires a meaningful comparison, a view of the consequences and an explicit account of who can act before the opportunity closes.