LogoDocParse
Live Extraction Demo

Three Inches ofPaper.Four Seconds ofData.

ML pipeline built for F&I desks, service bays, and compliance teams. Repair orders, title packets, deal jackets — extracted, structured, integrated.

docparse.io/extract — RO #48821 — Service Dept.
Complete — 1840ms
Automotive repair order document on a dealership service desk with grease-stained carbon copy paper
RO #48821 — Service Dept.
Extracted Fields0/7 fields
VIN··················
Labor Code··················
Technician ID··················
OEM Claim #··················
Parts Total··················
Labor Hours··················
Warranty Flag··················
99.6%
Accuracy
1840ms
Parse Time
99.4%
Field Accuracy
<4s
Per Document
CDK · R&R · DealerSocket
Native Integrations
0
Credit Card Required
▸ The Problem

Manual Keying Is
Bleeding You Out.

Every deal jacket closed at 9 PM. Every title packet that bounces. Every warranty claim rejected on first submission.

14.3hrs
per week
per F&I desk on manual document keying
1 in 7
title packets
contain a defect that delays DMV submission
$2,400
avg. cost
per title defect that reaches the DMV
23%
of warranty claims
rejected on first submission due to keying errors
4.2s
DocParse processes
what takes a human 8–12 minutes to manually key

Everycrumpledcarboncopythatmissesalienholder,flagsacomplianceaudit,orbouncesawarrantyclaim—that'sasolvedproblem.

▸ Failure Modes

Six Ways Your
Deals Break.

Each card is a real failure mode. Stack enough of them and you're funding a full-time error-correction headcount.

Repair OrderService Director

Labor code transcribed incorrectly — warranty claim rejected by OEM portal

$840
avg. per rejected claim
1 in 5 manual entries
Title PacketF&I Manager

Lien holder address wrong — DMV rejects, deal funding delayed 3–7 days

$2,400
avg. delay cost
14% of title submissions
Deal JacketCompliance Officer

F&I product itemization mismatch — compliance audit flag, potential chargeback

$3,100
per audit flag
8% of deals closed late shift
Warranty ClaimService Director

Technician ID missing — OEM portal auto-rejects, requires manual resubmission

$420
resubmission overhead
23% first-submission rejection rate
Credit ApplicationF&I Manager

SSN digit transposition — lender stips, deal delayed, customer walks

$8,200+
gross lost per walk
Happens 2–4x per month per desk
Odometer DisclosureCompliance Officer

Mileage keyed from wrong document — title brand risk, regulatory exposure

$15,000+
compliance penalty
Low frequency, catastrophic cost
$47,000+
Annual exposure per F&I desk from preventable document errors
Source: composite analysis across 340+ rooftops using manual keying workflows, 2025.
▸ The Resolution

Same Documents.
Zero Errors.

DocParse runs multi-pass OCR + vision language models on every document. Layout-aware. DMS-integrated. Audit-logged.

Integrates with:
CDKCDK Global
R&RReynolds & Reynolds
DSDealerSocket
DTXDealertrack
R1RouteOne
Repair OrdersService Director

Labor codes, technician IDs, OEM claim numbers extracted and validated against parts catalog in real-time

99.6%
Accuracy
1.84s
Parse Time
✓ CDK Drive
Integration
Title PacketsF&I Manager

VIN, lien holder, odometer, and title number cross-referenced against DMV requirements before submission

99.4%
Accuracy
2.21s
Parse Time
✓ Dealertrack
Integration
Deal JacketsCompliance Officer

Buyer order, F&I products, credit application, and compliance checklist extracted and flagged for review in one pass

99.1%
Accuracy
3.12s
Parse Time
✓ Reynolds ERA
Integration
Warranty ClaimsService Director

Tech ID, labor op codes, and part numbers auto-populated into OEM portal fields — zero manual re-entry

99.7%
Accuracy
1.60s
Parse Time
✓ DealerSocket
Integration
Credit ApplicationsF&I Manager

SSN, income, and address fields extracted with format validation — lender-ready in seconds

99.9%
Accuracy
0.94s
Parse Time
✓ RouteOne
Integration
Odometer DisclosuresCompliance Officer

Mileage extracted from correct document region using layout-aware model — no cross-document confusion

100%
Accuracy
0.62s
Parse Time
✓ All DMS
Integration
99.4%
Field-Level Accuracy
Across 2.4M documents processed in 2025
✓ Multi-pass OCR + Vision Language Model
✓ Layout-aware document parsing
✓ Real-time audit log on every extraction
✓ OFAC + Red Flag compliance checks
▸ Try It Now

Drop a Repair Order.
Watch It Parse.

Upload any RO — scanned PDF, photo, even a crumpled carbon copy. Results render on-page, no account required.

Upload a Sample RO

PDF, PNG, JPG, TIFF — max 20MB

No account required · Results in ~2 seconds

Awaiting document…

Extracted fields will
appear here in real-time.

From the F&I Desk

“

We closed 22 deals on the last Saturday of the month. DocParse had every jacket extracted before the F&I office cleared out. First time in five years we didn't have a pile on Monday.

Marcus Delgado, F&I Director with short dark hair in professional attire
Marcus Delgado
F&I Director, Hendrick Automotive Group
“

Our warranty rejection rate dropped from 23% to under 2% in the first 90 days. The OEM portal used to eat half my Tuesdays. Now it takes 40 minutes.

Priya Venkataraman, Service Director with dark hair in business casual attire
Priya Venkataraman
Service Director, AutoNation Southeast
“

I run compliance for 14 rooftops. DocParse gives me a single audit log across every deal jacket — OFAC hits, Red Flag flags, all timestamped. The regulators love it.

James Okafor, VP Compliance with glasses and professional suit
James Okafor
VP Compliance, Serra Automotive
No credit card · 50 documents free · 2-minute setup

Slam the Stack.
Walk Away Clean.

Every crumpled repair order, every title packet, every deal jacket — structured, integrated, and audit-ready. In the time it takes to find a pen.

CDK GlobalReynolds & ReynoldsDealerSocketDealertrack