Module 06 · 18 min

Measuring Complexity

Three factors, one exponential scale

The Exponential Complexity Tool: a simple, high-level indicator that tells you whether the complexity of your project has been judged correctly. Includes the interactive calculator.

What we need

A detailed risk analysis is still necessary. But alongside it we need a single high-level indicator of whether complexity was judged correctly when budgets, skilled resources and roll-out timescales were allocated.

If complexity is exponential, we need factors that multiply. Three will do: X × Y × Z. They must be common to all projects, quantifiable to a good approximation by the stakeholders themselves, and powerful enough in combination to be a fair indicator.

The three factors

  1. 1Number of stakeholder groups affected — everyone whose work, service or accountability changes. Include end users, back-office teams, partners, suppliers and citizens or customers.
  2. 2Number of business processes affected — count the processes that will have to work differently after go-live, not the number of screens or modules.
  3. 3Time to implement, in months — from mobilisation to the point where the new way of working is the only way of working.

Reading the result

The Exponential Complexity Model and its four zonesSIMPLE≈ 300 — conventional PMNOT SIMPLE≈ 7,000 — experienced PMCOMPLEX≈ 30,000 — break into stagesBEYONDtoo complex — stop and rethinkSTAKEHOLDERS × PROCESSES × TIME (MONTHS)COMPLEXITY SCORE
The Exponential complexity Model. Where your score lands tells you what kind of management the project needs — and whether it should be broken up before it starts.

The product of the three factors places your project on an exponential scale. It does not represent every risk; it tells you whether the scale of what you have taken on matches the resource, governance and time you have allocated to it — and, for a project already in trouble, whether it can be rescued or needs to be stopped and restructured.

  • Low: conventional project management should cope. Governance can be light.
  • Moderate: needs a full-time experienced project manager, an active sponsor and genuine user involvement from the start.
  • High: phase it. Break the count down — fewer stakeholder groups per release, fewer processes per release, shorter elapsed time to each proof point.
  • Severe: do not attempt as a single programme. Restructure into independently valuable stages, or stop.

Note what the model implies about the standard rescue instinct. Adding scope, adding stakeholders or extending the timeline all increase complexity multiplicatively. The only reliable lever is reduction.

Interactive tool

The Exponential Complexity Tool

Estimate the three factors for your own project. Your answers are saved in this browser and carried through to the capability and gap tools.

1,152Moderate complexity

Needs a full-time experienced project manager, an active sponsor with authority, and genuine user involvement from mobilisation — not from user acceptance testing.

Key takeaways

  • Three multiplicative factors — stakeholders, processes, months — give a usable high-level complexity indicator.
  • The tool complements, and does not replace, detailed risk analysis.
  • Reducing any one factor reduces complexity disproportionately, which is why phasing works.

Take it back to work

  • Run the numbers for your project. Was the budget set as if the complexity were that high?
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