Case Study: a US-based automotive marketing tech company processes thousands of vehicle images per hour with Toptal's AI-powered computer vision solution

US-based Automotive Marketing Tech Company processes thousands of images per hour with Toptal

The US-based automotive marketing tech company needed specialized computer vision expertise to improve vehicle imagery at scale and boost product page performance. They turned to Toptal for an AI-powered solution that could distinguish vehicles from their backgrounds while processing thousands of images per hour.

Toptal rapidly deployed a working prototype using Meta’s Segment Anything Model and then built a scalable, self-hosted computer vision service using Kubernetes and FastAPI. This solution, which became a key competitive differentiator, led to stronger product adoption, increased subscription renewals, and helped the company increase engagement and conversions on vehicle pages for its clients.