Benchmarking and scenario analytics

Choose the comparison.
Test the assumptions.

A relevant reference.
A clearer view of the alternatives.

We connect business, peer and compensation benchmarks with scenario analysis, helping management examine its position and the implications of change.

Discuss your benchmarking priorities

Two analytical lenses

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?

  1. 01

    Choose the reference

    Select peers, markets or roles that are relevant to the decision. Explain the inclusion criteria and material differences.

  2. 02

    Align the basis

    Use consistent definitions, reporting periods and units. Make adjustments and exclusions visible.

  3. 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?

  1. 01

    Establish the baseline

    Set out the starting position, model structure and sources. Separate observed information from assumptions.

  2. 02

    Change the assumptions

    Test coherent changes in commercial, operating or cost conditions. Use sensitivities to isolate individual drivers.

  3. 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.

An engagement design

From market pay to the cost of a choice.

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.

Explore the compensation study design

An engagement design; implementation and outcomes are not represented as completed.

Start a conversation

Which comparison
could change your decision?

Start with the choice, the reference points available and the assumptions that deserve testing.

Discuss your analysis priorities