How we cut stip turnaround from 47 minutes to 9 — and what it does to same-day funding

There is a metric that almost every dealership tracks loosely and almost none tracks precisely: the time from "we have a deal" to "stips are cleared and ready for funding submission." Call it stip turnaround time. It is one of the highest-leverage operational numbers in your store, and it probably doesn't appear on any report you run.

When we measured it honestly across our group — real timestamps, deal by deal — the average was 47 minutes. We thought we were fast. We were not fast. At 47 minutes, a deal approved at 2:30 PM misses same-day funding at most lenders who cut off ACH batches between 3:30 and 4:00 PM. A deal approved at 3:00 PM is almost certainly next-day. An afternoon at the store with three approved deals in a row means three flooring charges you didn't have to pay.

After deploying the LouieAuto stip workflow, our group average dropped to 9 minutes. Here is exactly why it was 47, what changed, and what same-day funding at scale actually does to your P&L.

47min

Before

Average stip turnaround, manual process

9min

After

Average stip turnaround, AI-assisted workflow

$180

Per deal saved

Flooring cost: same-day vs. next-day funding

What creates the 47 minutes

The delay is not laziness. It is the structure of the manual process. Let me walk through where the time actually goes.

Minutes 0–8

Identifying what the lender wants. The desk manager or F&I manager looks up the conditional approval in the lender portal, reads the stip list, and mentally translates it into a document checklist. If the deal was routed through DealerTrack or RouteOne, the stip language is often in a format that requires interpretation — "verification of income" could mean a pay stub, a VOE, a bank statement, or some combination. That determination adds 3–5 minutes of cognitive overhead per deal.

Minutes 8–20

Chasing documents. The customer may be in the finance office. They may be waiting in the showroom. Their pay stub is on their phone — as a photo they texted to themselves six months ago, in a resolution that may or may not be legible to the lender's stip reviewer. Getting the right document in a usable format from the customer, with the right date range, is where the majority of stip turnaround time disappears. Average document collection: 12 minutes from request to receipt, when done manually by phone or in person.

Minutes 20–35

Manual income math. The F&I manager does the income calculation by hand: gross pay on the stub, times the pay frequency, divided into monthly gross, compared against the income figure on the application. If the numbers don't match the lender's income verification threshold — usually within $150–$250 of stated income — the deal needs to be re-worked before the stips can be submitted. Finding the mismatch, tracing it, and correcting the application takes 10–15 minutes when done manually.

Minutes 35–47

Document upload and confirmation. Scanning or uploading documents through the lender portal, confirming receipt, and waiting for the stip-cleared status. This step is genuinely non-compressible with current lender infrastructure — but only if everything upstream was right. When it's not, you loop back and add another 15–20 minutes.

The hidden multiplier The 47-minute average includes deals where everything went smoothly. The median is lower. But the deals where something is wrong — income mismatch, wrong document format, missing date range — push the tail to 90 minutes and beyond. Those tail events are the ones that kill same-day funding. The average is misleading. The tail is the problem.

What the AI does differently at each step

The LouieAuto stip workflow compresses the first three phases almost entirely. Here is the mechanical change at each step.

Step 1 — Stip identification: When a conditional approval comes in from any lender, the system reads the stip requirements automatically and generates a structured checklist mapped to the specific lender's current program language. No interpretation required. The F&I manager sees a checklist, not a block of lender portal text. This happens in under 60 seconds from approval notification.

Step 2 — Document collection: The customer receives an SMS link immediately after the conditional approval is confirmed. The link opens a mobile-optimized document capture flow — they photograph the pay stub directly in the browser, the system checks resolution and legibility before accepting the upload, and the document arrives formatted for lender submission. Average customer response time when reached by SMS: 4 minutes. No chasing. No quality issues on the image.

Step 3 — Income math verification: This is the step that eliminates the most time and the most risk. The AI reads the pay stub — gross pay, pay period, frequency — and calculates the monthly gross automatically. It compares that figure against the income stated on the application. If the numbers are within the lender's tolerance, it flags the stip as cleared. If they're not, it flags the discrepancy immediately with the specific dollar amount and the corrective action required. The F&I manager knows within 90 seconds of receiving the document whether there's a problem — not after they've already submitted and gotten a stip rejection back from the lender.

Before (manual)

Desk manager reads stip list and interprets
F&I calls customer to request documents
Customer texts or emails document of variable quality
F&I does income math by hand
Mismatch discovered post-submission (lender decline)
Re-work, re-submit, +20 min
Average: 47 min — tail: 90+ min

After (AI-assisted)

System reads conditional approval, generates checklist automatically
Customer receives SMS link instantly, uploads directly
Document quality verified before acceptance
AI reads pay stub, calculates monthly gross, flags mismatch immediately
Discrepancy corrected before submission, not after
Stips submitted clean on first attempt
Average: 9 min — tail: 18 min

The financial impact of same-day funding

Let me put actual numbers on what this is worth.

At most floor plan facilities, the daily flooring cost on a used vehicle runs approximately $8 to $12 per day depending on the vehicle value and interest rate environment. A deal that funds same-day versus next-day saves one day of flooring — roughly $10 on average. That's not the number I care about.

The number I care about is the $180 figure. That represents the aggregate cost difference between a deal that funds same-day and a deal that funds next-day when you account for the full cost: flooring for the vehicle being purchased, flooring for any trade-in that's now in inventory, and the opportunity cost of your working capital sitting in funded-but-not-received status for an additional 24 hours. At a 100-unit-per-month store, same-day funding on deals that would have been next-day is worth roughly $1,800–$2,400 per month in direct flooring savings.

But the bigger number is customer satisfaction. A customer whose stips are cleared and who is driving home the same day they agreed to terms is a different customer than one who is told "we'll call you tomorrow when it funds." Same-day delivery after approval is a satisfaction driver that your CSI will reflect — and that your repeat and referral rate will compound over time.

The afternoon deal problem At a typical dealership, 35–40% of approved deals happen after 2:00 PM. At 47-minute stip turnaround, the majority of those deals miss the lender's same-day funding cutoff. At 9-minute turnaround, most of them make it. That shift — across 100 units per month — is 12–15 additional same-day-funded deals monthly. The flooring savings and the customer satisfaction gains compound across every month going forward.

The metric you should start tracking tomorrow

If you don't have a timestamp on "conditional approval received" and a timestamp on "stips submitted," you cannot measure your stip turnaround time. Most DMSs do not record these events at the minute level. You may need to instrument this manually or through your F&I workflow system before you can baseline it.

Start there. Pull your last 30 funded deals. Find the approval time and the stip submission time — most lender portals log these, even if your DMS doesn't. Calculate the average and the 90th percentile. That 90th percentile is your real problem. It is the tail that kills your same-day funding rate.

If your stip turnaround average is over 25 minutes, you are leaving same-day funding on the table on a material percentage of your afternoon business. The fix is not training. It is workflow infrastructure that eliminates the manual steps — document collection, income math, stip checklist interpretation — that create the delay.

At 47 minutes, we thought we had a people problem. We did not have a people problem. We had a workflow problem. The AI didn't make our team smarter. It eliminated the steps that slowed them down. Nine minutes is what happens when the machine does the math and the people close the deal.

See the stip workflow live — real deal flow, real income math, real document capture. Under 20 minutes.

See it live →