Insurance defense and litigation

Getting paid for hours the firm had already worked

The firm's 10 carrier guideline documents became one dated rule set, every invoice is now screened before it leaves the building, and intake, case management, and contracts run on one connected picture across three offices.

Law firm billing coordinator reviewing a stack of printed invoices beside a laptop in soft window light
Legal operations modernization
93
%
First-pass invoice acceptance, from roughly two-thirds
0
 appeals
Lapsed since rejection tracking replaced the whiteboard
Same day
New client intake, down from days, with conflict checks built in
Two attorneys conferring over case files at a table in a warm, quiet law office

About the client

A mid-size insurance defense and commercial litigation firm runs three offices and 48 attorneys, serving as panel counsel to eight carriers alongside a broader litigation and corporate practice. It ran on a patchwork: Tabs3 for billing, shared drives for documents, a 14-tab spreadsheet one coordinator kept by hand from carrier guideline PDFs, and email for nearly everything else.

Every carrier's rules in one spreadsheet, and casework the systems had outgrown

  • Every carrier sets its own approved timekeepers, rates, increments, and codes, across 10 guideline documents that change without notice
  • A paralegal's new rate was filed but never reached the adjuster, so for six weeks every invoice carrying her time bounced
  • An associate learned what Thursday's entry got wrong in a reduction notice two months later, if a partner forwarded it
  • Rejections were tracked in dry-erase marker, and last quarter three aged past the 60-day appeal deadline and were written off
  • Matter status depended on which office opened the file, and manual intake delayed data entry, and conflict checks, by days
Stacked binders of carrier guidelines beside a laptop spreadsheet and a notebook of handwritten notes
A paralegal and an attorney reviewing a billing dashboard together on one screen

Fix the billing leak first, then rebuild the operating picture underneath it

We ran a phased modernization, sequenced so the billing crisis got fixed first while building toward one connected operating picture for the whole firm. Each phase delivered a working, standalone improvement before the next layer went in, so casework and billing never stopped.

Billing rules and invoice screening

The 10 guideline documents become one dated rule set, each rule citing the paragraph it came from, with roughly 60 discrepancies against the old spreadsheet settled. Every invoice is screened against that carrier's terms, rates, people, caps, math, and codes, before it leaves the building.

Time-entry feedback

Entries are still recorded as written, but the timekeeper hears back the same day, while the work is fresh, instead of in a reduction notice nine weeks later.

Write-down governance

Work a carrier will not pay for reaches the billing partner before the invoice goes out, as a deliberate decision rather than a write-off discovered months later.

Appeals and rejection tracking

Every rejection is a tracked record with an owner, a deadline reminder, and one dashboard of causes, so nothing ages past a 60-day appeal window unnoticed.

Legal CRM and client intake

Standardized onboarding forms, automated conflict checks, and rules-based assignment route new matters to the right team on day one instead of days later.

Case management, documents, and contracts

Every matter is visible from intake to resolution across all three offices, with court schedules, filings, and documents under version control. Contract creation, review, and renewals are automated, AI-assisted research supports larger matters, and a secure portal gives carriers self-service visibility.

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Technology stack

React logo
React and TypeScript

Billing dashboard, appeals tracker, and client portal

Node.js logo
Node.js and Express

REST APIs for rule evaluation, screening, and case workflows

PostgreSQL logo
PostgreSQL and MongoDB

Billing and matter data, plus the carrier rules engine

Anthropic Claude logo
LangChain and Claude

Rule extraction, invoice pre-screening, and rejection-cause classification, with human approval before any write-down

AWS Textract

Rates, caps, and billing codes read from scanned guidelines and invoices

Amazon Web Services logo
AWS and GitHub Actions

ECS services, S3 document storage, and CI/CD

Sources

Median total lockup of 93 days, with realization at 88% and collection at 93%.

Clio, Legal Trends Report 2025

Defense counsel standards requiring tenth-of-an-hour increments, prohibiting block billing, and capping staffing.

PRISM, 2025

90% of legal dollars still flow through hourly billing.

Thomson Reuters Institute, 2026
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Writing off work you have already done?

We rebuild the path from time entry to payment, and the systems underneath it, without pausing casework. Let's find where the revenue is leaking.

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