Consumer & SMB Lending
Illustrative scenario

Shrinking the Out-of-Trust Detection Window From Weeks to Days

For a VP of Dealer Financial Services managing a $2B–$15B floorplan portfolio, a 30-day cycle between out-of-trust event and detection isn't a process inefficiency — it's a collateral risk. Field reps conducting quarterly physical audits, manually reconciling lot inventory against FIS portfolio records, are working at a frequency that makes fraud or inventory mismanagement nearly invisible until significant exposure has accumulated.

Up and running in ~5 wkFor: VP Dealer Financial Services / Head of Floorplan Lending
Estimate your payback
~3 mo
Payback period
$525K
Est. savings / year
+$385K
Year-1 net

Rough estimate — change the numbers to match your business. We scope the real figures with you on a call.

The Structural Problem With Quarterly Physical Audits

Dealer floorplan lending is fundamentally a continuous collateral monitoring problem treated as a periodic administrative exercise. Under UCC Article 9 and standard OCC floorplan lending guidelines, lenders have clear obligations around collateral verification — but the quarterly audit cycle, driven by field rep capacity constraints, leaves a 90-day window in which out-of-trust vehicles can accumulate. Manual reconciliation of dealer lot inventory against FIS Global portfolio records takes field rep hours on every audit, and the 30-day cycle from detection to resolution means a discovered out-of-trust vehicle sits unresolved for a month before the lender acts. At scale across a large dealer network, that combination of detection lag and resolution delay represents meaningful portfolio risk.

Continuous Monitoring as a Replacement for Quarterly Audits

An AI Labor Company agent is trained on your field reps' existing floorplan audit and out-of-trust resolution workflow in FIS Global and Salesforce. Once deployed, the agent monitors dealer inventory feeds against current FIS portfolio records on a continuous basis — flagging out-of-trust candidates within 3 days of the triggering event rather than 30. For each flagged vehicle, the agent initiates a structured dealer confirmation request, tracks response status in Salesforce, and escalates unresolved flags for field verification through Twilio-based outreach. DocuSign handles the formal documentation when resolution requires a dealer acknowledgment. Field reps shift from conducting manual audits across every account to focusing on the specific flags that require physical verification.

Collateral Protection as a Portfolio Revenue Story

The efficiency improvement — typically 65–85% reduction in out-of-trust detection time, live in approximately 5 weeks — translates directly into portfolio protection. Earlier detection means earlier intervention, which means better collateral recovery rates when dealers are experiencing inventory or cash flow problems. For a $2B–$15B floorplan portfolio, compressing the detection-to-resolution window from 30 days to under 5 days reduces the window in which undetected out-of-trust exposure compounds. Lenders in this position often find the ops cost reduction — freeing field rep capacity from routine audit work — pays for the program, while the portfolio risk reduction is the larger financial story.

Works with
FIS GlobalSalesforce Financial Services CloudSnowflakeMicrosoft ExcelDocuSignTwilio
Questions

Does the agent replace physical field audits entirely?

No. The agent handles continuous inventory monitoring and flags vehicles that require human follow-up. Field reps still conduct physical verifications for unresolved flags and high-risk dealers — their time is focused on exceptions rather than routine audits across the full dealer network.

How does the agent receive dealer inventory data?

The agent is configured to ingest dealer inventory feeds through your existing data connections — whether that's direct dealer system integration, periodic reporting, or any feed already flowing into your FIS environment. Feed configuration is part of the deployment design phase.

What triggers escalation to a field rep?

A flagged out-of-trust candidate that doesn't receive a dealer confirmation response within a defined window is automatically escalated to the assigned field rep with a structured briefing on the vehicle, the inventory discrepancy, and the dealer's non-response status.

Related use cases

Illustrative scenario for financial services, banking & insurance. Figures are example ranges, not guarantees — we scope real numbers with you on a call.

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