INTERACTIVE DEMOS
A health insurance payer processes 180,000 claims per day. 62% can be auto-adjudicated if validated against member eligibility, provider contracts, and clinical rules in real time — but the legacy system batches claims overnight, delaying provider payments by 3-5 days.
| claim_id | member_id | provider_npi | cpt_code | diagnosis_icd | billed_amount | service_date | ts |
|---|---|---|---|---|---|---|---|
| CLM-20240315-88421 | MBR-440218 | NPI-1234567890 | CPT-99213 | ICD-J06.9 | 185 | 2024-03-15 | 2024-03-15T14:22:08.000Z |
| CLM-20240315-88435 | MBR-551903 | NPI-9876543210 | CPT-99214 | ICD-E11.9 | 245 | 2024-03-15 | 2024-03-15T14:23:41.000Z |
| CLM-20240315-88447 | MBR-330417 | NPI-5551234567 | CPT-99285 | ICD-S52.501A | 1875 | 2024-03-15 | 2024-03-15T14:25:03.000Z |
| CLM-20240315-88452 | MBR-220891 | NPI-1234567890 | CPT-99213 | ICD-J20.9 | 185 | 2024-03-14 | 2024-03-15T14:26:17.000Z |
| CLM-20240315-88460 | MBR-668042 | NPI-7773456789 | CPT-27447 | ICD-M17.11 | 42500 | 2024-03-15 | 2024-03-15T14:27:55.000Z |
| CLM-20240315-88471 | MBR-440218 | NPI-1234567890 | CPT-85025 | ICD-J06.9 | 45 | 2024-03-15 | 2024-03-15T14:28:30.000Z |
CREATE SOURCE claims_submitted WITH (
connector = 'kafka',
topic = 'claims.submitted',
properties.bootstrap.server = 'broker:9092'
) FORMAT PLAIN ENCODE JSON;
CREATE MATERIALIZED VIEW eligibility_check AS
SELECT
c.claim_id,
c.member_id,
c.provider_npi,
c.cpt_code,
c.diagnosis_icd,
c.billed_amount,
c.service_date,
c.ts,
CASE
WHEN e.member_id IS NULL THEN 'MEMBER_NOT_FOUND'
WHEN c.service_date < e.coverage_start OR c.service_date > e.coverage_end THEN 'NOT_COVERED_DATE'
WHEN pb.cpt_code IS NULL THEN 'PROCEDURE_NOT_COVERED'
ELSE 'ELIGIBLE'
END AS eligibility_status,
e.plan_id,
pb.requires_prior_auth
FROM claims_submitted c
LEFT JOIN member_enrollment e
ON c.member_id = e.member_id
AND c.service_date BETWEEN e.coverage_start AND e.coverage_end
LEFT JOIN plan_benefits pb
ON e.plan_id = pb.plan_id
AND c.cpt_code = pb.cpt_code;| claim_id | status | allowed_amount | member_resp | plan_pays | rule_applied | adjudicated_at |
|---|---|---|---|---|---|---|
| CLM-20240315-88421 | AUTO_APPROVED | 127 | 25.4 | 101.6 | FEE_SCHEDULE_APPLIED | 2024-03-15T14:22:08.340Z |
| CLM-20240315-88447 | PEND_REVIEW | 0 | 0 | 0 | BILLED_EXCEEDS_3X_FEE | 2024-03-15T14:25:03.290Z |
| CLM-20240315-88460 | PEND_REVIEW | 0 | 0 | 0 | PRIOR_AUTH_REQUIRED | 2024-03-15T14:27:55.310Z |
| CLM-20240315-88479 | AUTO_DENIED | 0 | 0 | 0 | NOT_COVERED_DATE | 2024-03-15T14:29:44.280Z |