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AI Bridge System Dashboard

Real-time visualization of claim processing workflow • Built with FastAPI + Next.js

System Architecture Flow

Legacy Portal

Read-only .NET interface displaying unstructured claim notes

FastAPI Bridge

Extracts data, masks PII, structures with Pydantic

AI Processing

LLM analyzes claims with structured outputs

Next.js UI

Displays results for human verification

Current Processing Stage

1
Data Fetch
Retrieved from DB
2
PII Masking
Secured
3
AI Analysis
Processing...
4
Validation
Pending
5
Response
Ready

Claim Analysis Interface

Structured Analysis Results

APPROVED

Claim Status

Emergency services are covered under Section 4.2 of the policy. Claim meets all criteria for approval.

Policy Section Referenced

Section 4.2: Emergency Medical Services - Coverage for all medically necessary emergency room visits including diagnostic tests and procedures.

Recommended Action

Approve claim for full amount ($12,450). Send approval notification to member and provider within 24 hours.

Confidence Score

0.94 - High confidence based on clear policy match and complete documentation.

2.1m
Avg Processing Time
↓ 89% from 18min
$28K
Monthly Savings
↑ 67% reduction
1,247
Claims Processed
↑ This month
97.8%
Accuracy Rate
↑ 12% improvement