Improve fertility-clinic inquiry assignment using location, service interest, source, appointment preference, coordinator capacity, and consultation 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 fertility consultation and treatment-information inquiries. The approach should be validated on mature outcomes before live use.
Fertility inquiries are sensitive and may involve different locations, services, timelines, appointment formats, and information needs. Assignment should focus on responsive intake and continuity while protecting health information.
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.
Do not use diagnosis, reproductive history, or other protected health information to rank coordinators. Clinical eligibility and treatment recommendations remain with qualified providers.
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 |
|---|---|---|
| Inquiry-to-consultation rate | Measures whether assignment creates value across fertility consultation and treatment-information inquiries. | Compare appointments that have had enough time to reach an outcome |
| Consultation show rate | Measures whether assignment creates value across fertility consultation and treatment-information inquiries. | Compare similar periods, lead sources, and assignment approaches |
| Time to first response | Measures whether assignment creates value across fertility consultation and treatment-information inquiries. | Compare appointments assigned to recommended representatives |
| Completed-intake rate | Measures whether assignment creates value across fertility consultation and treatment-information inquiries. | Review prediction accuracy alongside actual sales and revenue |
| Revenue per mature consultation cohort | Measures whether assignment creates value across fertility consultation and treatment-information inquiries. | 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 fertility consultation and treatment-information inquiries. 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.
Do not use diagnosis, reproductive history, or other protected health information to rank coordinators. Clinical eligibility and treatment recommendations remain with qualified providers.
Improve med-spa lead assignment using service interest, location, source, timing, membership context, appointment availability, and mature booking outcomes.
Industry guideAssign hearing-aid inquiries using location, appointment type, source, timing, language, specialist availability, and mature fitting or purchase 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.
