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Resources & insights

More resources on AI in Premium Audit Processing

Case Study - claims
Research

Page stream segmentation with LLMs

How Bevaya Labs approaches a foundational problem in insurance document AI.

Case Study - claims
Case Study

Workers' comp carrier processes claims 100x faster

How indexing automation delivered 432% ROI in 12 months.

2026.06.02-library-webinar-registration-how-to-establish-clear-ai-ownership-in-your-insurance-organization
Architecture

Inside the Bevaya platform architecture

How specialized models, HITL controls, and integrations come together in production.

How Premium Audit Processing works · Bevaya
AI Agent · Policy Servicing

How the Premium Audit Processing AI Agent Works

It reads the audit package, reconciles every figure, and surfaces the earned premium that leaks through today's audit cycles.

Reconciled against the policy on arrival
Payroll cross-checked against the 941s and W-2s. Class codes validated against NCCI.
Recommended adjustment
+$4,287Source attached
Payroll under-reported on Form 941
10–20 min / audit Under-reported premium caught
Re-keyed by hand, one document at a time
Payroll, 941s, and W-2s read in whatever format they arrive.
Payroll register
Form 941
W-2s
GL ledger
60–120 min / audit Under-reported premium slips through
Before Bevaya With Bevaya
Deep Dive

Review the Tasks AI Can Drive

A closer look at each task in a premium audit, and where Bevaya does the work alongside your team.

Example Compliant Audit Task Flow

Handling time 60–120 min
Your teamThe systemBevaya AI Agent
Receive the Completed Audit
Review the Records
Check for Missing Records
?
Records
Complete?
If No
Request Missing Records
Review Classifications
Develop the Exposures
Calculate the Premium
Bill the Difference
Close the Audit