Build an AI Collaborative Care Coordination Platform

1. 1

   Operationalize the CoCM workflow in software

   Build the registry, measurement-based-care tracking, care-manager workflow, and psychiatric-consult support that the Collaborative Care Model requires, so a primary care practice can run it without building it from scratch. The platform must reflect the model's clinical structure precisely. Making CoCM turnkey is the core value.

2. 2

   Capture the billing correctly

   CoCM reimburses through specific monthly CPT codes tied to documented care-management time, so build billing capture that hits the thresholds and generates clean claims. Reimbursement is what makes CoCM financially viable for the practice, and clean billing is a core feature, not an add-on. Getting the codes and time-tracking right is essential to the economics.

3. 3

   Add AI between-session support

   Pair the coordination technology with AI-delivered patient support between visits (check-ins, education, symptom tracking) to extend care-manager capacity and improve engagement, with escalation to humans for risk. This AI layer is what lets a care team handle a larger panel. Design it to augment clinicians safely, not to replace clinical judgment.

4. 4

   Sell to practices and value-based groups

   Target primary care practices, health systems, and value-based groups that want behavioral integration and the associated reimbursement without the operational lift. Sell the outcomes, the reimbursement capture, and the reduced burden. Value-based and at-risk groups are especially motivated buyers because behavioral integration improves their total-cost outcomes.

5. 5

   Know what this is not

   This is the AI-and-software platform that enables and bills CoCM. A services partner that supplies the actual care managers and consulting psychiatrist is a separate Layer 1 card. A standalone outcome-measurement tool is separate too, though it complements this. This card is the technology and AI that makes collaborative care runnable and billable.

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Best for: Health-tech teams that understand CoCM billing, care coordination, and clinical AI together

Not for: Not for a team that cannot combine CoCM billing, care coordination, and clinical AI. Not for anyone who would let AI replace clinical judgment. A services partner that supplies the actual care managers is a separate card. Billing codes evolve, and this is general information, not medical or legal advice.