AI-Powered Features

Your Estimator's New
Best Friend.

OtoPro's AI reads assignment emails, detects vehicle damage from photos, identifies insurance approvals, and parses diagnostic scan reports — automatically. Not a buzzword. A practical tool that saves hours every day.

4
AI Features
98%+
Extraction Accuracy
2–30s
Processing Time
50+
Carrier Formats Supported
AI Feature 1

AI Email Parser

From email chaos to structured data in 2 seconds.

Insurance carriers send assignment emails in wildly different formats — Mitchell, Allstate, Aviva, Intact, and dozens more. OtoPro's AI reads these emails, extracts every relevant field (client name, VIN, claim number, deductible, adjuster info), and pre-fills a new assignment automatically. No more copy-pasting from emails into forms.

2sAverage parse time
Raw Assignment Email
C
claims@intact.ca
RE: New Assignment - Claim INT-44821
 
Please complete the following repair:
Insured: Sarah Mitchell
Vehicle: 2023 Toyota RAV4
VIN: 2T1BU4EE8DC123456
Claim #: INT-2026-44821
Deductible: $500
Adjuster: Mark Thompson
Phone: 416-555-0192
 
Please confirm receipt...
AI-Extracted Fields
AI Processed
Client: Sarah Mitchell
Vehicle: 2023 Toyota RAV4
VIN: 2T1BU4EE8DC123456
Claim: INT-2026-44821
Insurance: Intact
Deductible: $500
Adjuster: Mark Thompson
Phone: 416-555-0192
Confidence: 98.5%
Assignment pre-filled ✓
AI Feature 2

AI Damage Detection

Upload a photo. Get an estimate draft in 30 seconds.

Take photos of vehicle damage and let OtoPro's AI identify every affected panel, classify the severity (minor, moderate, severe), and suggest repair operations (repair, replace, or blend). Each suggestion includes estimated labor hours using industry-standard guidelines. Your estimator reviews and adjusts — the AI does the heavy lifting.

30sPhoto to estimate draft
Uploaded Damage Photo
ABC 1234
rear-damage-01.jpg
rear-damage-02.jpg
rear-damage-03.jpg
quarter-panel-left.jpg
4 photos uploaded
Processing...
AI Analysis Results
AI Processed
Rear Bumper — ReplaceTrunk Lid — RepairTail Lamp — ReplaceQtr Panel — Repair94.2% conf.
Rear bumper — Replace — $485
Trunk lid — Repair 3hr — Moderate
Tail lamp LH — Replace — $312
Quarter panel LH — Repair 5hr — Moderate
Panels detected: 4
Suggested labor: 14.5 hrs
Draft estimate: $6,840
Confidence: 94.2%
AI Feature 3

AI Approval Detection

No more hunting through your inbox for approvals.

When an insurance carrier approves a repair via email, OtoPro's AI detects the approval language automatically — regardless of email format or carrier. It extracts the approved amount, identifies the approving adjuster, and updates the job status from 'Pending Approval' to 'Approved' without any manual intervention. The SOP workflow unlocks the next step instantly.

99%Approval detection accuracy
Insurer Reply Email
M
mark.thompson@intact.ca
RE: Estimate - CLM-4821
 
Hi,
 
The estimate for the 2023 Toyota RAV4
(Claim INT-2026-44821) has been reviewed
and approved for the amount of $6,840.00.
 
Please proceed with repairs. Authorization
number: AUTH-90412.
 
Best regards,
Mark Thompson, Claims Adjuster
AI-Detected Approval
AI Processed
Status: APPROVED ✓
Approved amount: $6,840.00
Auth #: AUTH-90412
Approver: Mark Thompson
Carrier: Intact Insurance
Job updated automatically
Next step unlocked: Client Auth
Confidence: 99.1%
AI Feature 4

AI Scan Report Parser

DTC codes extracted, compared, and documented — automatically.

Upload any OBD/diagnostic scan report PDF — from any scanner brand (Autel, Bosch, Snap-on, Launch). OtoPro's AI reads the PDF, extracts every DTC code with its description, and links them to the repair estimate. After the repair, upload the post-scan and OtoPro compares both reports side-by-side, flagging any unresolved codes.

AnyScanner brand supported
Uploaded Scan Report PDF
pre-scan-report.pdf
Scanner: Autel MaxiSys MS906
Raw PDF contents:
DTC B1421 - Airbag Warning Lamp
DTC C1201 - ABS Actuator Circuit
DTC U0155 - Lost Comms with BCM
3 codes detected in document...
AI-Extracted DTC Codes
AI Processed
Codes found: 3
B1421 — Airbag warning lamp circuit
C1201 — ABS actuator malfunction
U0155 — Lost communication with BCM
Linked to estimate line items ✓
Supplement documentation ready
Pre/post comparison: pending post-scan
Built Into the SOP

AI at Every Critical
Step.

OtoPro's AI features aren't bolt-ons. They're wired directly into the SOP workflow — firing automatically at the steps where they save the most time.

Step 1New Assignment
Email Parser auto-fills client & vehicle data
Step 5Estimate Writing
Damage Detection drafts the estimate from photos
Step 6Client Auth
Approval Detection reads insurer reply emails
Step 9Pre-Scan
Scan Parser extracts DTC codes from PDF reports
Step 11Post-Scan
Scan Parser compares pre vs post results

AI That Works for Your Shop.

Every AI feature is included in the Pro plan. Start your 14-day free trial and let OtoPro's AI handle the repetitive work while your team focuses on repairs.