Case study

Routing enquiries across 18 directors

A client in the education sector collected enquiries in a shared inbox. Two people in sales ops assigned them by hand in a spreadsheet. Within six weeks we launched routing that weighs each rep's workload and results, and records the basis of every decision.

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We describe the confirmed scope. Outcome metrics will be added once measurement closes on the client's side.

An operations desk showing enquiry assignment

Starting point

Enquiries arrived in a single shared inbox. Two people in sales ops opened them one by one, entered them into a spreadsheet and assigned each one to one of 18 regional directors. The spreadsheet recorded the outcome of the assignment. It did not record the basis on which that assignment had been made.

What made the work harder

  • Routing depended on two specific people being available and stopped when they were not.
  • Each director's current workload had to be judged from memory for every enquiry.
  • After the fact, there was no way to reconstruct why an enquiry had gone to that person.
  • Across 18 regions, every departure from the rule needed a separate explanation.

Scope of the rollout

The work covered one stretch of the process: the path of an enquiry from the shared inbox to an assigned owner. The change concerned how work was divided, not how the conversation with the client is run, so the content of the rep's reply and the later stages of the sale stayed outside the scope.

01Process

How the work ran

Four stages across six weeks, run together with the people who had previously routed enquiries by hand.

  1. Stage 1

    Reconstructing the routing rule

    We went through closed enquiries with sales ops and asked, for each one, why it had gone to that person rather than another. Those answers produced the first written version of the rule, together with a list of the cases that departed from it.

    Stage output A written routing rule and a list of exceptions, approved by the process owner.

  2. Stage 2

    Data needed for the decision

    We checked where the system could read the region, a director's current workload and their sales results. Some of the data had to be cleaned up before an automatic choice of person could rest on it.

    Stage output Named data sources, checked for completeness and freshness.

  3. Stage 3

    Testing before launch

    We ran the routing against enquiries the team had already handled by hand and compared the system's decisions with those of sales ops. Every discrepancy went back to the rule as a question about which decision had been the right one.

    Stage output The rule corrected after comparison with the team's decisions.

  4. Stage 4

    Launch and handover

    We switched routing on for live traffic, set up alerts for the process owner and handed over the documentation along with a description of how exceptions are handled.

    Stage output Working routing, monitoring and documentation on the client's side.

How the routing works

  1. An enquiry reaches the shared inbox and is enriched with the data needed for the decision.
  2. The system checks the region, the director's current workload and their sales results.
  3. It picks a person, assigns the enquiry and records the basis for that choice.
  4. An incomplete or unusual enquiry goes to a person for review.

There is one rule and it applies to all 18 regions. Changing it happens in one place rather than in the practice of two people, so it is immediately clear who is affected.

The history of every decision is recorded. When a director asks why an enquiry went to someone else, the answer sits in the system rather than in the team's memory.
02Figures

Figures from the project

These figures follow from the scope of work. Measurement of the effect on the client's side is still running and we will complete this section only once it closes.

  • 18regional directors covered by automatic routing
  • 6 weeksfrom the start of work to launch
  • 2people in sales ops routed enquiries by hand in a spreadsheet before the rollout

What went wrong along the way

Three things took longer than the plan assumed. All of them came down to decisions on the company's side rather than to the tools.

Reconstructing the rule took longer than programming it

The plan assumed we would move an existing rule into the system. The spreadsheet, however, recorded the outcome of each assignment rather than its basis, so the rule first had to be reconstructed with sales ops, enquiry by enquiry.

Workload meant different things in different regions

Before the system could take workload into account, one definition was needed: what counts as an open case and from which point it stops weighing on a director. That was the client's decision rather than a technical choice, so we waited for it outside our own schedule.

The change affected 18 people, not one department

Automatic routing changes who receives which enquiry, so from the outset it had to be explainable to each director individually. Hence the requirement to record the basis of every decision, which turned out to matter more than the speed of routing itself.

On later projects of this kind we start from these decisions, before the first rule is written into the system.

03After launch

What the client was left with

Handed to the company

  • working enquiry routing for 18 regions
  • the rule written in a form the team can change on its own
  • a decision history available to the process owner
  • process documentation with a description of how exceptions are handled
  • monitoring and alerts assigned to a named person

Still open on our side

  • measurement of the effect over a full monthly cycle
  • the decision on extending routing to further contact channels
  • agreement with the client on which figures may be published

If enquiries in your company are routed today by one or two people from memory, the starting point is writing down the rule they already apply.

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Contact

Talk through your process

On the first call you describe who divides the work in your company today and what they base those decisions on. Afterwards you receive a suggested starting point and audit scope by email. That holds even if we do not end up working together.

  1. 01

    Process

    You tell us what is done by hand today, who does it and how often.

  2. 02

    Rule

    We check whether the rule for dividing work is written down anywhere and who knows it.

  3. 03

    Starting point

    We set out the audit scope and how we will measure the effect of the rollout.

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You can also write to: kontakt@futurefirst.pl