Improve independent-agency sales using product-aware assignment, producer eligibility, source context, cross-sell opportunities, capacity, and measurable policy outcomes.
Start with historical appointments, realistic eligibility rules, and outcomes that have had time to mature.
Organizations can improve assignment by ranking eligible representatives for each qualified opportunity using context available before the conversation, while preserving licensing, territory, capacity, and other operating rules. In this market, the relevant opportunities include new-business, cross-sell, renewal-review, and remarketing insurance opportunities. The approach should be validated on mature outcomes before live use.
Independent agencies often serve several products, carriers, markets, and customer segments through producers with different strengths. Assignment optimization can help deploy those strengths while preserving ownership and service relationships.
Lithium Six tests whether those differences create repeatable representative-opportunity fit on held-out history. It does not assume a demographic, source, project, or salesperson effect before the evidence supports it.
Keep producer assignment separate from underwriting, pricing, coverage, and claims. Existing account ownership and customer-service obligations remain authoritative.
Use fields that are known before the sales conversation begins.
Rank only representatives who can realistically receive the appointment.
| Measurement | Why it matters | How to use it |
|---|---|---|
| New-business bind rate | Measures whether assignment creates value across new-business, cross-sell, renewal-review, and remarketing insurance opportunities. | Compare appointments that have had enough time to reach an outcome |
| Cross-sell conversion | Measures whether assignment creates value across new-business, cross-sell, renewal-review, and remarketing insurance opportunities. | Compare similar periods, lead sources, and assignment approaches |
| Written premium per opportunity | Measures whether assignment creates value across new-business, cross-sell, renewal-review, and remarketing insurance opportunities. | Compare appointments assigned to recommended representatives |
| Response time | Measures whether assignment creates value across new-business, cross-sell, renewal-review, and remarketing insurance opportunities. | Review prediction accuracy alongside actual sales and revenue |
| Policy retention | Measures whether assignment creates value across new-business, cross-sell, renewal-review, and remarketing insurance opportunities. | Check for changes in lead mix and team performance before changing your approach |
Isotope Labs organizes your appointments, representative assignments, and outcomes into a history we can evaluate, using information available before each assignment.
We test predictions against historical outcomes kept separate from model training to identify reliable matches between opportunities and sales representatives.
We evaluate historical assignment scenarios that reflect representative eligibility, territories, availability, and workload limits.
See which recommendations your team uses and how those appointments perform, including close rate and revenue per appointment as outcomes become available.
Organizations can improve assignment by ranking eligible representatives for each qualified opportunity using context available before the conversation, while preserving licensing, territory, capacity, and other operating rules. In this market, the relevant opportunities include new-business, cross-sell, renewal-review, and remarketing insurance opportunities. The approach should be validated on mature outcomes before live use.
No. The CRM remains the system of record. Lithium Six uses approved CRM data to evaluate and return a ranked list of eligible representatives.
The useful amount depends on appointment volume, team size, outcome quality, and opportunity variety. Isotope Labs begins with a complimentary data-readiness review.
Yes. Recommendations can be limited by territory, availability, skills, licensing, capacity, and other client-defined eligibility rules.
Keep producer assignment separate from underwriting, pricing, coverage, and claims. Existing account ownership and customer-service obligations remain authoritative.
Improve life insurance lead assignment using product interest, state, source, household objective, contact preference, capacity, and mature policy outcomes.
Industry guideRank eligible commercial-insurance producers using industry, coverage need, company size, geography, source, account complexity, capacity, and mature outcomes.
Strategy guideReview the fields, definitions, and history needed for a credible evaluation.
Share a representative CRM export or connect your data. Isotope Labs will evaluate data readiness, representative-performance variation, and the potential value of model-guided assignment before a live rollout.
