Monitor the asset. Not just the borrower.
Risk follows the asset after origination. Zarv Signal tracks it in real time.
Key Capabilities
Behavioral Scoring for Credit Decisioning
Go beyond traditional credit scores. Zarv ID analyzes 200+ behavioral signals to predict default — especially powerful for thin-file borrowers with no credit history.
Continuous Collateral Monitoring
Track $150M in financed vehicles in real time. Detect misuse, geographic violations, and patterns that predict default before it happens.
Early Default Warning Signals
Zarv Signal flags high-risk behaviors: late-night activity in high-risk zones, odometer tampering, unauthorized use patterns. Act before default materializes.
Origination Fraud Prevention
Detect synthetic identities, straw borrowers, and falsified documents at application. Graph analysis reveals hidden connections to known fraud networks.
Proven results.
Reduction in NPL rate
First 18 months post-implementation
Scoring accuracy
For thin-file borrowers
Assets monitored
In financed vehicle collateral
Faster recovery
Real-time location vs. manual search
How Credit & Lending Works with Zarv
Origination
Zarv IDBehavioral risk scoring + fraud detection at application
Approve thin-file borrowers with confidence. Block synthetic identities and straw buyers before disbursement.
Post-Disbursement Monitoring
Zarv SignalContinuous tracking of financed collateral & borrower behavior
Detect default risk early. Track collateral in real time. Flag covenant violations before they escalate.
Recovery & Collections
Zarv SignalReal-time vehicle location + usage pattern analysis
Recover collateral 6x faster. Optimize collection strategy based on behavioral data.
Who trusts Zarv.
"Zarv Signal transformed our post-disbursement monitoring. We detect default risk 90 days earlier on average, giving us time to intervene before it's too late."
Common Questions from Credit Teams
How does Zarv ID score thin-file borrowers without credit history?
200+ behavioral signals: mobility patterns, employment stability markers, network graph analysis, and cross-verified identity data. Especially powerful for gig workers, young adults, or immigrants who lack traditional credit history but demonstrate stable, low-risk behavior.
Can Zarv Signal really prevent default before it happens?
Yes. Signal detects leading indicators: sudden relocation, persistent late-night activity in high-risk zones, odometer tampering, or covenant violations like unauthorized out-of-state use. These signals typically appear 60-90 days before missed payments.
What happens if the borrower sells the vehicle without paying off the loan?
Zarv Signal detects ownership change patterns — sudden behavioral shifts, new driver signatures, prolonged inactivity. If a vehicle stops reporting or exhibits sale indicators, the lender is alerted immediately.
How fast can we integrate Zarv into our loan origination system?
Zarv ID integrates via REST API — live in your origination workflow within 2 weeks. Signal requires VIN mapping and typically takes 3-4 weeks for full deployment.
Does Zarv work for non-vehicle lending (e.g., equipment financing)?
Zarv ID works for any scenario requiring identity verification and behavioral risk scoring. Signal is optimized for vehicle financing via GPS/telematics, but the anomaly detection framework can be adapted to other high-value mobile assets.
See risk before it costs you.
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