We're actively researching and developing intelligent automation solutions for the challenges that slow your shop down every day.
The Problem
Shops manually key invoice data into CCC ONE line by line — costing $300-400 per repair order in labor and errors.
Our Solution
Automated extraction reads invoices from any format, structures every line item, and syncs to CCC ONE with human approval.
The Problem
Technicians spend 2-3 hours per job taking, organizing, and uploading photos. Images are mislabeled or missing from estimates.
Our Solution
Computer vision mobile capture that auto-categorizes damage by panel, severity, and type — linking directly to estimate lines.
The Problem
15-20 minutes per part researching numbers, cross-referencing suppliers, and verifying pricing — multiplied across every job.
Our Solution
Visual parts recognition from photos, cross-referenced with OEM catalogs and aftermarket alternatives, auto-populated into CCC ONE.
The Problem
Back-and-forth with adjusters takes 3-5 days per claim. Supplements are frequently rejected for avoidable reasons.
Our Solution
An estimate optimizer that pre-validates against insurer guidelines and provides approval probability scoring to reduce cycle time.
The Problem
30+ minutes per day per job updating customers manually — pulling staff away from productive work.
Our Solution
Automated progress updates with photos, intelligent question handling, and pickup scheduling — all without manual effort.
The Problem
Manual scheduling leads to inefficient bay utilization. Shops can't see bottlenecks until they've already caused delays.
Our Solution
AI production scheduler that optimizes job sequencing based on parts, skills, and capacity — predicting bottlenecks before they happen.
Have a workflow challenge we should tackle?
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