Continuous Verification

Verify Benefit & Contract Logic — As Outcomes Are Generated

Audits find issues after the fact. Continuous Verification checks claims, determinations, and payments in real time against the rules as written — surfacing violations before they propagate.

Live Data Stream
CLM-4821 Pass
CLM-4822 Pass
CLM-4823 Flag
CLM-4824 Pass
CLM-4825 Pass

Executable Logic Model

Verified in-flight, not after settlement

4,821

Verified Today

99.2%

Pass Rate

38

Flagged

The Problem

Your System Ran Perfectly. 2,847 Claims Came Out Wrong.

Adjudication systems execute exactly what they're told. When the configuration is wrong, every matching claim inherits the error.

Config deployed with error

9:00 AM — Tier 2 → Tier 4 applied to wrong plans

Without Monitoring

Error compounds undetected

Claims Processing

CLM-4821Processed
CLM-4822Processed
CLM-4823Processed
CLM-4824Processed
CLM-4825Processed
... 2,842 more
9:00 AMNext Quarter

Found at audit — 90 days later

$847K

exposure + recovery costs

With Monitoring

Error caught immediately

Live Verification

CLM-4821 Verified
CLM-4822 Verified
CLM-4823 Verified
CLM-4824 Flagged

⚠️ Rule violation detected: Tier mismatch

Expected Tier 2 ($35) — Got Tier 4 ($75)

9:00 AM9:04 AM

Caught at minute 4

$1.2K

4 claims affected

Same error. Same system. Different outcome.

$845K saved by catching it early

The Gap

Why Real-Time Errors Persist

Every organization has controls. But none of them verify that outcomes match the rules as written.

Claim enters system
Standard workflow

Adjudication

Processed

What it does

Executes configured logic

The gap

Doesn't verify the logic is correct

Pre-Payment Rules

No flags

What it does

Catches fraud & outliers

The gap

Misses correctly-formatted errors

Post-Payment Audit

Weeks later

What it does

Reviews past claims

The gap

Finds issues weeks or months later

Payment released with logic error

None of these systems ask: “Was this outcome correct?”

They execute logic — they don't verify it.

Our Approach

Your Systems Keep Running.
We Verify What They Produce.

Your existing workflowUnchanged
Claim
Adjudicate
Pay
Real-time data feed
Parallel verificationEvery record checked
Outcome
Verify Against Rules
Pass
Flag

No system replacement. No workflow interruption.
Just a parallel check that catches what your systems miss.

What We Verify

47 Rules Checked in 23 Milliseconds

Every claim triggers a cascade of logic. We verify all of it — instantly, on every record, before the outcome is finalized.

Live Trace
CLM-4823
Member eligibility active
2ms
Service covered under plan
Provider in network
Copay matches tier
Accumulator updated correctly
No exclusion triggered
Total verification time23ms
Eligibility

Member status, plan enrollment, effective dates, waiting periods.

12 rules checked
Pricing

Fee schedules, tier logic, copays, coinsurance, out-of-pocket caps.

18 rules checked
Contracts

Provider terms, network status, carve-outs, special pricing.

9 rules checked
Edge Cases

Rule conflicts, boundary conditions, rare combinations.

8 rules checked

Your system says “approved.” We verify why.

When Issues Are Found

The Difference Between an Alert and an Answer

Most systems tell you something might be wrong. We tell you exactly what failed, why it failed, and what should have happened instead.

Typical Alert

Pricing Exception

Alert #48291

Message

Claim amount exceeds expected range

Severity

Medium

Recommended Action

Review claim details

No rule reference. No expected value. No trace.

Verification Flag

Rule Violation: Tier Override

CLM-2024-847291 • 2 seconds ago

Failed Rule

Contract §4.2.1 — Specialty Tier Override

Expected

$35.00

Tier 2 copay

Actual

$75.00

Tier 4 copay

Trace

member:8847ndc:0078-0123
View Full TraceRoute for Review
Rule-level attribution
Expected vs actual values
Full reproducibility
Configurable actions

In Practice

Errors Caught Before They Compound

Real issues that would have slipped through — caught in minutes, not months.

Configuration Change Goes Wrong

A pricing update intended for one plan accidentally applied to twelve. The adjudication system processed claims normally — nothing looked wrong.

What Was Caught

Tier mismatch on first claim
Rule version discrepancy
12 plans affected (not 1)
Flagged in 4 minutes

$127K

Avoided exposure

342

Claims protected

Getting Started

Start in Observe Mode

Most teams begin with non-blocking verification:

Observe and flag onlyNo workflow interruptionFull audit trail

Blocking or enforcement is optional and incremental.