Step 1 · Expert contribution
Apply & verify
We verify domain experience — adjuster, clinician, dispatcher — and match you to the workflows where your judgment matters. No open upload; structured onboarding only.
FOR DOMAIN EXPERTS
Expert Contribution
How SMEs shape decision workflows — separate from buyer deployment, connected at production review.
How domain experts shape decision workflows — separate from buyer deployment.
Step 1 · Expert contribution
Apply & verify
Credential check and vertical alignment before any contribution.
We verify domain experience — adjuster, clinician, dispatcher — and match you to the workflows where your judgment matters. No open upload; structured onboarding only.
Swipe the diagram to see all nodes
Expert pipelinedashed = optional
Apply & verify
Credentials
Contribution
Peer review
Encoding
Impact
Expert cohort
Expert pipelinedashed = optional
Apply & verify
Credentials
Contribution
Peer review
Encoding
Impact
Expert cohort
1/5
Separate path, shared quality bar
Structured contribution
Share cases, edge scenarios, and decision patterns through guided formats — not free-form model training or raw client data.
Peer-reviewed cohort
Minimum peer review before anything ships. The same verified network handles production escalations from carrier teams.
Your IP stays yours
Contributions are protected under our SME policy. You validate outcomes and recognition — not our internal architecture.
Looking for the claims deployment path? See how it works for carriers.