Financial Controls

Intelligent Billing & Invoice Validation

Automated financial control that stops leakage, enforces fee schedules, and validates evidence at scale.

The Industry Problem

Leakage & Manual Risk

Invoice validation is a critical financial control, yet manual review is expensive and hard to scale. Industry data suggests leakage typically runs 1-3% of premium.

Financial Exposure

Cost of validation rivals ALAE, yet manual review misses compounding losses.

Complexity Gap

Reviewers struggle to cross-reference fee schedules, policies, and supporting evidence consistently.

The Solution

An end-to-end, automated intake workflow that runs continuously in the background.

Step 1

Smart Triage

Handles the many-to-many relationship between emails and invoices. Assembles complete evidence packages automatically.

Step 2

Automated Routine Checks

Instantly verifies duplicates, fee schedule adherence, and linkage to open claims for rapid approval.

Step 3

Evidence Cross-Check

Validates service dates, descriptions, and amounts against hover reports and supporting docs for complex invoices.

Step 4

Audit & Learning

Every decision has a replayable audit trail. Human feedback on exceptions feeds directly back into the system to improve accuracy.

Pilot Results

01

100%

Workflow STP

All submitted invoices completed the full validation run automatically.

02

93%

Early Accuracy

High initial accuracy even on complex invoices without human intervention.

03

Zero

Touch Process

Manual review required only for true exceptions and anomalies.

Complete Traceability

Every validation decision retained a complete, replayable audit trail, including inputs, applied rules, supporting evidence, and reviewer actions. This preserved full traceability for internal review, dispute resolution, and regulatory inquiry.

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