The bill was sent.
Nobody checked it.
Before it cleared.

Caliber moves verification to the one moment of maximum leverage — before the check clears. Everything after payment is collection. Collection recovers pennies.

Tolerance Gauge · IOP session rate
▲ Outside tolerance → Adjust
verified range (within tolerance) billed (flagged — outside tolerance)
Billed $510 / verified $425 — 1.2× outside tolerance → Adjust. The gauge measures how far a claim sits outside the verified standard range. Inside the band, pay as submitted. Outside, Caliber documents the deviation and recommends the corrected amount. The employer and TPA decide.
01 / Timing

Pre-payment

Verification at the point of maximum leverage. Before the check clears, not after.

02 / Independence

No network stake

A verifier paid by no one else in the payment chain hands a CFO findings with no conflict behind them.

A verifier that pays to be introduced has a financial relationship with the party recommending it — and that is exactly the bias Caliber exists to remove from the claim. No referral fee paid, none taken. Independence is the moat.

03 / Scope

BH/SUD first

Behavioral health billing has the highest variance and lowest scrutiny. We start where the gap is widest.

Savings Calculator
$20,000,000
2.0%
$400,000
Prevented (pre-payment, full dollar)
$48,000
Recovered post-payment (≈12¢)
$352,000
Kept by catching it pre-payment (100¢ vs ≈12¢)
See the certificate →
Verified-recoverable dollars default to ≈2% of reviewed spend (Caliber Billing Governance Certificate: $416,500 of $21.0M reviewed). Post-payment, you recover about 12¢ on the dollar (OIG recovery rate) after 12–18 months of disputes and fees. Pre-payment, the dollar is still yours — a flagged claim can be corrected before it's ever paid.
Prior authorization decides whether a service starts. No one in the payment chain is built to check whether the bill is accurate before it's paid. Between the service and the payment, billing error passes through with no independent check.

Caliber's founder — Staff Vice President of Carelon Growth, Elevance Health — built ClearBill, which returned $9.2 million to payers in its first six months of full deployment. That system was post-payment. Caliber is what happens when you move the checkpoint upstream.
Why BH/SUD First

Highest variance. Lowest scrutiny. Widest gap.

Behavioral health claims occur out-of-network at 2.5–5x the rate of medical/surgical claims, reducing contractual audit leverage and making post-payment recovery nearly impossible. Documentation is subjective — time-based, not lab-based. Medical necessity for a 90-minute session vs. 60 minutes is harder to adjudicate than a surgical DRG. Few payers have built scaled teams with certified BH coding specialists.

The result: BH/SUD is the category where billing errors are most common, most expensive, and least likely to be caught. That's why we start here.

$14.6B
2025 DOJ healthcare fraud takedown. Largest in history. BH/SUD-heavy.
DOJ.gov, June 2025
25%
BH claims out-of-network. Medical/surgical: 5–10%. Recovery leverage: minimal.
Machinify 2024
$37.4B
FY2025 Medicaid improper payments. 77% from documentation gaps.
CMS.gov, FY2025
Measure twice. Independent of the network it audits — paid only by the employer, never by the TPA, the network, or the provider. A verifier that pays to be introduced has a financial relationship with the party recommending it. Caliber pays no referral fee and takes none.
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Instruments
01 / Detection

Billing Pattern Engine

Claims-level detection of coding errors, unbundling violations, and billing anomalies. Pre-payment, not post-payment.

02 / Verification

Clinical-to-Billing Match

Cross-references the clinical record to the billing code. The bill should match the service. When it doesn't, we catch it before payment.

03 / Reporting

CFO-Ready Audit Trail

Every flagged claim documented. Every savings quantified. Exportable, auditable, board-ready.

04 / Integration

No Disruption

Works alongside existing TPA and PBM. No workflow change. No provider disruption. Claims-level, not network-level.

Sample Finding
Caliber, LLC
Billing Governance Finding
RATEVAL — Rate / Fee-Schedule Variance · Specimen
Finding Detail
ServiceIOP session, 3×/week
Billed rate$510 / session
National median (verified)$425 / session
Rate variance1.2× outside tolerance
Disposition ADJUST
≈12¢
Post-payment recovery / $
100¢
Pre-payment save / $
Advisory only — Caliber recommends the corrected amount; the employer and TPA decide. Recommended correction to the documented standard rate. Based on published BH/SUD billing variance data.
Certified by Caliber — Billing Governance
Measure twice.

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Caliber Assistant
I can answer questions about Caliber's pre-payment claims verification, the billing integrity model, pricing, or how to get started. What would you like to know?