Sales & Wholesale

Territory and quota planning analysis

Model territory design and quota allocation against account potential, travel time, and historic performance, and surface where territories are unbalanced enough to be costing revenue.

Decision supportRepetitive judgmentRevenueCost reduction

5–12%

improvement in revenue per sales head

Opportunity assessment

Business Impact
3

Moderate impact. Meaningful cost or revenue improvement, likely noticeable at function level but modest relative to total business scale.

Feasibility
3

Moderate effort. Requires configuration, prompt engineering, and testing. A capable team can get there but expect several months.

Data Readiness
2

Demanding data requirements. Relies on clean, integrated data across multiple systems. Significant data preparation work typically needed.

Risk Exposure
3

Moderate risk. Some customer or external exposure. Errors create rework or reputational impact but are recoverable.

Change Complexity
2

High people impact. Daily workflows change materially for a number of people. Training, communication, and active change management needed.

Tooling required

Specialist AI tool

Things to consider

  • Territory change is emotionally charged — it moves people's earnings. Model the earnings impact per individual before proposing anything, and give the sales director the option to phase.

  • Account potential is the hard input. Revenue history understates potential in under-served territories, which is exactly where the imbalance is. Use an external sizing proxy alongside your own history.

  • Travel time is a real constraint that spreadsheet-based territory design routinely ignores. Including it usually changes the answer more than the potential modelling does.

  • Experiment starter: Model your current territory structure and quantify the spread in potential per head. If the top and bottom territories differ by more than 40% on potential, run one region through a redesign and track revenue per head for two quarters against the unchanged regions.

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