Behind every vehicle lies a story of data. We decode the signals, patterns, and anomalies that matter most to your safety and decisions.
Driving Transparency Forward
Get instant insights on vehicle reliability, recalls, and safety issues powered by AI analysis of millions of data points.
Vehicle Intelligence Agent
Every data point tells a story. We gather them all to give you the complete picture.
Critical safety issues identified by manufacturers and NHTSA.
Real-world problems reported directly by vehicle owners.
Known issues and repair guides sent from manufacturers to dealers.
Our proprietary algorithm that flags potential issues before they become recalls.
Our platform processes more than 1.5 million consumer complaints across 1,507 manufacturers to reveal patterns in crashes, fires and injuries. Use these insights to make informed decisions about your next vehicle.
Total Complaints Analyzed
0
Total Communications Monitored
Average Crash Rate (%)
Average Fire Rate (%)
Over half of all consumer safety complaints originate from just three auto giants—General Motors, Ford and Chevrolet—revealing systemic quality issues. Meanwhile, 92% of manufacturers have fewer than 100 complaints, underscoring the gulf between big players and the long tail. Tesla's vehicles show the highest crash rate at 11.88%, far above the industry average of 6.83%. Harley‑Davidson also exceed 10% crash rates. Use these insights to avoid high‑risk models and choose safer rides.
Complex data becomes clear insights. Watch your vehicle's story unfold.
No more digging through technical documents. We distill everything into a single, easy-to-understand report card. See an overall safety grade, key statistics, and our proprietary "Areas to Watch" so you know exactly where the potential risks lie.
Vehicle Safety Report
Overall Grade
B-
5
Recalls
152
Complaints
12
Bulletins
Front Suspension
Heat Pump / HVAC
Phantom Braking
Our Origin
Our founder, Nyree Hinton, experienced firsthand how frustrating it is to be denied a valid warranty claim due to questionable data. After discovering his Tesla was accumulating mileage faster than he was driving—and seeing his warranty voided as a result—he took action.
He sued, but he also realized that individual consumers are at a massive disadvantage. Sapientiae.io was built to change that. We exist to put the power of data back into the hands of owners, giving you the tools to hold manufacturers accountable.
A comprehensive analysis of systemic defects, manufacturer knowledge, and dealer negligence.
This detailed case study documents a 2020 Jaguar F-TYPE with recurring mechanical and electrical defects. The analysis demonstrates how Technical Service Bulletins (TSBs) issued by Jaguar Land Rover identified the exact defects experienced by this vehicle—yet authorized dealers repeatedly failed to diagnose or repair them properly during the warranty period.
The case study includes comprehensive documentation of service visits, diagnostic reports, manufacturer communications, and legal proceedings, providing a transparent view of how vehicle defect data can reveal patterns of systemic issues.
Case Study Preview
For law firms, researchers, journalists, and fleet managers who need to go deeper. Unlock powerful analytics and stay ahead of emerging issues.
Compare defect signals for the same component across different models and manufacturers.
Upload a list of VINs to get a consolidated risk report for your entire fleet.
Get notified when a defect signal for a vehicle you're tracking crosses a critical threshold.
Have questions about vehicle safety data? Need professional insights? Contact our team for personalized assistance.
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Dive deep into manufacturer-specific reliability data and safety insights.
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