SystemClaims Operations

File Quality Audit

Claim File Quality Audit

Every closed claim file tested against your best practices and state rules, not a small sample.

Film coming soonSee it working, liveWe’ll walk you through File Quality Audit on your own documents.
SystemA crew of agents runs a whole process; people decide.
6specialist agents
4kinds of input
Soonfilm in production
The problem

Why it matters

Quality teams audit a small sample of files by hand; missed deadlines, unsupported payments and missed recoveries in the rest surface in market conduct exams.

What it does

How the solution handles it

Six agents assemble the full file, rebuild its timeline, test every clock and step against state rules and your best practices, check payments and look for missed recoveries, then score the file with every finding cited. The quality assurance lead confirms each finding.

How it works

How a file audit moves

Six specialist agents rebuild each file’s timeline and test it against your rules; the quality assurance lead confirms every finding.

What comes in
Closed files in4 kinds of record · notes, letters, payments, rules
Agents at work
File assemblernotes, letters, pay
Then
Timeline builderevery date and clock
Then
Rule checkerstate + internal rules
Payment checkeramounts, payees
Leakage spottermissed recoveries
Then
Audit scorerscored with sources
A person decides
Quality assurance leadconfirms findings
What comes out
File scorecard
Coaching notes
Market conduct pack
In and out

What it reads, and what it hands back.

What goes in

  • Closed claim files and notes
  • Letters and payment records
  • Best-practice checklists
  • State claim-handling rules

What comes out

  • File quality scorecard
  • Missed-clock and leakage findings
  • Coaching notes by adjuster
  • Market conduct evidence pack

Who uses it

CQClaims quality assurance teamsCMClaims managersCOCompliance officersMCMarket conduct exam leads
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
100%
of closed files audited, against a small manual sample today
Closed files audited
target
6min
per file, from closed file to a scored, cited audit
By hand1–2 hrs
With agents≈ 6 min
target
Every
missed clock and leakage item tied to the note that shows it

Source: NAIC Market Regulation Handbook (claims standards) · “Target” = design goal, measured in the live solution · agents = the live solution’s configuration

Built on the engine

6 specialist agents. One person decides.

File assemblernotes, letters and payments
Timeline builderevery date and clock
Rule checkerstate rules and best practice
Payment checkeramounts, payees, support
Leakage spottermissed subro and overpayment
Audit scorerscored, every point cited
Quality assurance leadconfirms findings

Build this
for your team.

We’ll show File Quality Audit running on your own documents.