AUTOMOTIVE AI VISION · BAY AREA, USA
Computer-vision software that reads a vehicle photo and returns a structured damage assessment you can act on.
Built for the businesses that assess vehicles every day
Collision Repair
Auto Insurance
Dealerships
Fleet OperatorsNo special hardware, no manual measuring. An ordinary photo goes in; a clean, structured assessment comes out in seconds.
Snap or upload a photo from any phone or camera. Our pipeline handles real-world lighting, angles and clutter — no studio setup required.
Computer-vision models locate and classify each region of interest, scoring severity and confidence the way a trained inspector would — only instantly and consistently.
You get back a structured result — a labeled damage list, an overall severity, and a repair-cost range — ready to drop straight into your estimating, claims or operations tools.
Three pieces of technology do the work behind every assessment — turning a vehicle photo into a structured, consistent result your team can use.
Detection, segmentation and classification that turn raw pixels into structured insight — locating, labeling and scoring what matters in every image, even in messy real-world conditions.
Pipelines that clean, enhance and measure images — extracting the data hidden in every frame and standardizing it so downstream estimation and inspection always work from the same baseline.
Models that improve with your data, delivered as clean REST APIs — so AI vision drops straight into the tools your team already uses, with results in a format they already understand.
Computer-vision software that reads a vehicle photo and returns a structured damage assessment — built on Superbuyer's automotive roots. It gives collision, inspection and claims teams a consistent, instant first read on every vehicle.
POST /assess → 200 OK { "num_damages": 2, "overall_severity": "moderate", "estimated_repair_usd": { "low": 350, "high": 1000 }, "damages": [ { "label": "dent", "severity": "moderate", "confidence": 0.81 }, { "label": "scratch", "severity": "minor", "confidence": 0.64 } ] }
Superbuyer turns slow, subjective, manual visual work into fast, consistent results your team can rely on.
Turn a photo into a structured assessment in seconds, so the first answer doesn't wait on a manual review.
The same criteria applied the same way, every time — removing the subjectivity that makes manual visual work hard to scale.
Results arrive as clean JSON over a simple API, ready to drop into the estimation, claims or operations tools you already run.
We believe AI vision should be practical — software that solves real problems for the businesses people rely on every day.
We build computer-vision software that gives collision shops, insurers and dealerships a fast, consistent read on vehicle damage — replacing slow, manual visual work with a tool they can rely on.
We're starting close to home — with the repair shops and insurers in our own community — and earning their trust one assessment at a time. As the work proves itself, we plan to grow alongside the customers who rely on us.
Whether you run a body shop, a dealership, or an insurance operation, we'd love to explore how Superbuyer's AI vision can work for you. Reach out and our team will get back to you within one business day.