Billing Narrative Cleanup for Insurance Defense Attorneys with Litify
The Problem
LEDES bills for Insurance Defense matters get kicked back by clients and e-billing portals for vague narratives — realization drops and the billing coordinator chases lawyers for rewrites.
What We Build in Litify
AI rewrites narratives to match each client's outside-counsel guidelines in Litify, flags block-billing, and pre-validates against the portal — write-down rate drops from 12% to under 3%. Purpose-built for teams running Litify — uses the native API or agent integration so nothing leaves the system of record.
Litify Integration Approach
Audit your Litify configuration
We map the specific Litify objects, custom fields, and workflows the automation needs to touch for your insurance defense practice.
Build on the Litify API or agent
Integration happens inside Litify — no data leaves the system, no parallel tool for your team to learn, no license changes.
Human-in-the-loop handoff
Every automation routes exceptions back to a human in Litify with enough context to act — AI handles the 80%, your team owns the judgment calls.
See this running in your Litify instance
30-minute call. We'll look at your actual Litify setup and show exactly how this workflow fits.