Backed by Y Combinator

The right payment.
Every time.

We turn your contracts into executable logic and verify every transaction against them. Past payments. Live claims. Future terms.

For payers, providers, PBMs, and manufacturers.

#
CLM-8847
Memorial Hospital · DRG 470
Verified
Eligibility confirmed
SPD §4.2
Base rate applied
Schedule A
Modifier 59 check
CMS Rules
Geographic factor
Exhibit B
Verified amount
4 rules passed
$847.32
$11,602.68 saved vs billed
Billed
$12,450.00
Verified in 0.3s
Full audit trail·Contract linked
Transactions today
4,821
100% verified
Value protected
$2.4M
This month

The gap between contract and payment.

Your contract says
DRG 470 base
$8,450
Modifier 59
+$847
Geo adjustment
×1.089
Correct amount$10,124
What actually settled
DRG 470 base
$8,450
Modifier 59
bundled
Geo adjustment
missed
Amount settled$8,450
$1,674 variance on this claim
Multiplied across thousands of transactions per month, compounding quarter over quarter.
$1.4M
Quarterly leakage

Post-settlement audits find problems.
We prevent them.

Traditional audits review a sample months after settlement. We verify every transaction before money moves.

Traditional audit
Audit Report Q3
Claim
Day 0
Paid
Day 1
87 days later
Error found
CLM-8847
Variance found
Settled$2,450.00
Contract rate$847.32
5%
sampled
87d
to detect
12%
recovered
Pre-payment verification
Verification
Live
Claim
Received
Verify
Correct $
CLM-8847
Verified
Correct amount$847.32
Error prevented$1,602.68
100%
verified
<1s
to verify
100%
prevented
Week 1
Time to value
100%
Transactions verified
Zero
Payment disputes
No hallucinations. Deterministic logic.

We make your contracts executable.

Contract language becomes formal logic that executes the same way, every time. Every decision is traceable back to the source.

Contract

“Apply Modifier 59 when services are performed at distinct anatomical sites or during separate encounters

Executable Logic
when site primary
encounter = separate
then apply(modifier_59)
Deterministic
Same input → same output
Traceable
Every decision sourced
Auditable
Complete paper trail
Sampling10%
Benchify100%

Accurate

Every transaction verified against every applicable rule. Not a sample. 100% coverage.

Post-pay audit87 days
Benchify<1 sec

Fast

Real-time verification. Catch errors before settlement, not 87 days later.

Contract §4.2.1source
Transaction #2024-847input
Modifier 59 appliedresult

Auditable

Complete trace for every decision. From contract clause to transaction to determination.

Recover past variances. Prevent future ones.

Whether you're looking back at historical payments, watching transactions in real-time, or optimizing your contract terms, it all runs on the same verified logic.

Start with any solution. They all share the same contract model, so insights from one flow into the others.

What this means for your organization.

Contract errors compound silently. Here's how organizations like yours are using verified contract logic to protect revenue and reduce operational burden.

Audit
Historical analysis

Recover what's already been lost

Analyze historical transactions to surface systematic errors that sampling missed.

Complete
Analyzed
847K
Variances
12,400
Monitor
Live

Prevent errors before they settle

Real-time verification catches discrepancies before money moves.

CLM-9847$2,340
CLM-9848$847
CLM-9849$1,602
+$1,602
CLM-9850$456
Today
4,821 verified12 flagged
Optimize
Contract renewal

Improve terms with data

Model contract changes against historical data before renewal.

CURRENT
Tier B PricingOver-broad
67%
PROPOSED
Refined CriteriaTargeted
31%
Week 1
Time to first insights
100%
Transaction coverage
Zero
Disputed findings
Full
Audit trail

One contract model.
Three ways to use it.

Start with what matters most: audit past payments, monitor in real-time, or optimize your terms. Add more as you grow. They all share the same verified logic.

Week 1 time to value
Start with any solution
No long-term commitment
Build your solution
Select any combination
Same contract model
AuditFind $2.1M in recoveries
Analyze historical payments
MonitorCatch errors before payment
Verify in real-time
OptimizeTest changes risk-free
Improve contract terms
Selected solutions3 of 3
Shared capabilities
Contract modelAudit trailReports
Time to value
Week 1