Test whether growth improves without displacing renewal work

Audience: insurance brokerage revenue leaders, operations, producers and service managers. Questions covered: How should we run a practical pilot? What counts as progress? How do we measure total effort and protect renewal execution? Reviewed: September 15, 2026. Content basis: proposed evaluation design and metric definitions, not Salesloft reporting guarantees or industry benchmarks. Numerical examples below are hypothetical arithmetic examples, not customer results.

Test a specific change

Choose the workflow that addresses the observed bottleneck. An accepted-handoff pilot tests whether clearer transfer reduces repeated chasing. A prospect-follow-up pilot tests whether relevant next steps happen more consistently. A renewal-coordination pilot tests whether known preparation work gets completed when due.

State the hypothesis before starting. For example: “For this defined group of relationships, an accepted handoff with the required context will reduce repeated status checks without increasing overdue commitments or total team effort.” This is a testable proposal, not a promised result.

Use a scope small enough to inspect individual exceptions. Define the owner, participating roles, eligible records, source data, required communication approvals and the review period. The duration should reflect when enough relevant work becomes due, rather than an arbitrary promise that every business outcome will appear within a month.

Establish a baseline that can be compared

Record how the work is done now, including where time and exceptions occur. Use the same definitions before and after the change. Keep the eligible cohort visible, including records removed from it and the reason for removal.

Where feasible, compare similar work handled through the current process during the same period. If using a before-and-after comparison, note changes in staffing, seasonality, customer mix, campaign relevance and other conditions that may influence the result. A favorable movement is useful evidence, but not automatically proof that the new workflow caused it.

Avoid comparing an easy pilot segment with a much harder historical book. If the goal is to learn whether a process is feasible, say so; a feasibility pilot can be worthwhile without estimating company-wide revenue impact.

Use a small metric dictionary

Choose the few measures that answer the hypothesis. A large dashboard can distract from a simple operating problem. Identify the owner and source for each selected measure before the pilot begins.

For an arithmetic example, if 40 preparation milestones were due and 34 were completed on time, the on-time rate is 85%. Completing extra future tasks does not improve that rate. This is an illustration of the denominator, not a recommended performance target.

Check whether capacity was created or shifted

Suppose a hypothetical pilot reduces producer effort by three hours but adds two hours of service work and two hours of operations maintenance for the same workload. Combined effort rises by one hour. It would be inaccurate to call that a three-hour team saving.

Time samples need consistent boundaries: include preparing information, updating records, handling exceptions and correcting errors. Report setup and training separately from recurring effort, while retaining both in the decision about whether the change is worthwhile.

If producer time is deliberately shifted to another role because that allocation supports the business, describe the tradeoff plainly. It can still be a valid decision, but it differs from reducing total administration.

Treat retention as a later, carefully defined outcome

A short pilot may reveal better preparation without establishing renewal retention. The relevant renewal cohort must reach the point where an outcome can be observed.

Define whether the unit is a policy or an account and specify eligibility and exclusions before interpreting the result. A policy-level measure could track renewed eligible policies against eligible policies due for renewal in the same cohort. An account-level measure needs the firm's explicit definition of a retained relationship. An account retaining one policy does not necessarily mean every policy renewed.

Keep count-based and value-based measures distinct. State whether “value” means premium, brokerage revenue or another measure; those terms are not interchangeable. Exclude new business from an existing-book retention numerator unless using a separately named metric designed to include it.

Investigate why an outcome changed. Customer decisions, carrier conditions, coverage needs and other factors may lie outside the engagement workflow. Do not assign every lost or retained relationship to sales activity without examining the circumstances.

Confirm where reporting will come from

Salesloft's Analytics page describes engagement and sales-performance visibility, including metrics associated with Cadences, Plays and email templates. That makes it relevant to evaluate for supported activity reporting. It does not establish that every renewal, service-effort or retention measure above is available in a visitor's account. Salesloft Analytics

Policy outcomes may need the authoritative operational system; effort may need a time sample; customer experience may require a reviewed exception log. Verify joins and definitions before combining them. Missing data should be reported as missing rather than converted into zero work or a successful outcome.

Agree the decision before viewing the result

Set success criteria with the people accountable for growth, service and operations. The thresholds should reflect the baseline and business priorities, not an invented universal benchmark.

• ​Continue: the intended process improves, the result is credible and renewal execution, relationship quality and total effort remain within agreed limits.
• ​Revise: useful progress occurs but the work shifts unexpectedly, data quality is insufficient or exceptions reveal a design weakness.
• ​Pause the affected workflow: contact or task handling creates an unresolved customer or process problem that cannot be corrected during normal operation.

At the review, present the hypothesis, cohort, comparison, results, exceptions and uncertainty together. Identify what the pilot demonstrated and what still needs observation. Expand only the parts supported by the findings, with an owner for the next stage.