CapabilityAI & Intelligent Automation
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Case studyMendix Re-Architecture for a Leading UAE Insurer
IndustryInsurance
InsightThe Truth About AI-Powered Policy Checks: Benefits & Accuracy
AboutThe team behind the work
Clean Vehicle Data. Accurate Policies.
Validate and normalize VINs, compare vehicle schedules across policies, applications and endorsements, and catch every added, removed or changed vehicle. Tech Tammina Vehicle Intelligence makes commercial auto data reliable.
What Is Vehicle Intelligence?
Vehicle intelligence is the process of standardizing and comparing vehicle data — such as VINs, year, make, model, garaging location, coverages and values — across insurance documents and systems. Tech Tammina’s solution normalizes VINs, compares vehicle schedules between policies, applications, endorsements and renewals, and flags discrepancies for review. It is used mainly in commercial auto insurance.
Why Commercial Auto Vehicle Schedules Rarely Match
A fleet schedule can list hundreds of vehicles, and every document formats them differently. VINs are mistyped. Vehicles are added mid-term but never endorsed. At renewal, nobody is sure which list is correct — and premium and coverage errors follow.
Large schedules
A fleet schedule can list hundreds of vehicles.
Different formats
Every document lists vehicles its own way.
Mistyped VINs
Small errors break matching.
Unendorsed changes
Vehicles are added mid-term but never endorsed.
How VIN Normalization and Schedule Comparison Work
Extract
Capture vehicle lists from policies, ACORD forms, spreadsheets and endorsements.
Validate
Check VINs and derive year, make and model where supported.
Normalize
Standardize formats, abbreviations and identifiers.
Match
Link the same vehicle across documents, even with typos.
Compare
Check coverages, limits, deductibles, garaging and values for each vehicle.
Flag
Highlight added, removed, changed and invalid vehicles.
Update
Send approved changes to your AMS or endorsement workflow.
Vehicle Intelligence Use Cases
- Commercial auto policy checking
- Renewal schedule comparison
- Endorsement checks for vehicle adds and deletes
- Data-quality clean-up before audits and renewals
What You Can Measure
Measure
Vehicle schedule accuracy
Measure
Time to compare schedules
Measure
Missed endorsements found
Measure
Premium discrepancies corrected
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SolutionVehicle Intelligence FAQs
Straight answers to the questions buyers ask most.
What Is Vehicle Intelligence?
Vehicle intelligence is the process of standardizing and comparing vehicle data — such as VINs, year, make, model, garaging location, coverages and values — across insurance documents and systems. Tech Tammina’s solution normalizes VINs, compares vehicle schedules between policies, applications, endorsements and renewals, and flags discrepancies for review. It is used mainly in commercial auto insurance.
What does VIN normalization mean?
It checks a VIN for errors, standardizes its format and links it to consistent vehicle details.
Can it find vehicles that were added but never endorsed?
Yes. It flags added, removed and changed vehicles across documents.
Does it work for large fleets?
Yes. It is built for commercial auto schedules with many vehicles.
Is it part of policy checking?
It can run on its own or inside Policy Checking Automation.
See Vehicle Intelligence working on your documents.
Book a working session with our team. Bring real samples — we will show you the flow, the controls and the outcomes you can measure.