Denial-risk triage
Score claims for denial probability with calibrated confidence and explainable top factors, before submission.
HEALTHCARE DECISION INTELLIGENCE
Find risk before it reaches the work queue.
Machine-readable intelligence for claims operations, prior authorization, reimbursement, and other healthcare workflows. Send structured inputs and receive deterministic, calibrated decisions with confidence and explanation factors — before risk materializes downstream.
Full API documentation →Should this claim be routed, reviewed, or submitted?
Same decision abstraction as the rest of Sentinel Signal: observe the evidence, understand it, decide, and act — before the claim moves downstream.
Prior-authorization intelligence
Check completeness and likely outcome ahead of a prior-auth submission.
Reimbursement variance
Identify claims likely to reimburse below expected amount, with payer and CPT-level context.
Appeal workflows
Structured support for appeal drafting and routing on adverse determinations.
INTEGRATION
Schema-first API, hosted MCP access.
- Deterministic, versioned scoring API
- Workflow discovery and payload schemas
- Dry-run validation before scoring
- Batch scoring for queues
- Hosted MCP endpoint for agent runtimes
- Structured feedback loop for calibration
curl -s https://api.sentinelsignal.io/v1/score \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"workflow": "healthcare.denial",
"payload": {
"payer_id": 44,
"cpt_code": "99213",
"icd10_code": "E119",
"billed_amount": 250.00
}
}'Start with one endpoint.
Mint a trial key instantly, inspect the workflow schema, validate the payload, then score or batch route by risk across healthcare workflows.