AI Product · 4 weeks

AutoFox

8-second pages → under 2 seconds

Reworked the production AI-image pipeline and performance-sensitive workflows for dealership teams.

0%: faster pages
0%: faster turnover

How it arrived

Painfully slow AI app. 8-second page loads. Integration kept breaking.

The problem

Dealership owner wanted to build this internally but their app was painfully slow and the AI integration kept breaking.

→ App painfully slow — 8-second page loads
→ AI integration kept breaking
→ No proper error handling

What we did

Optimized the database structure, rebuilt workflows for better performance, integrated Replicate for AI image processing, and added proper error handling for the API calls.

✓ Optimized database structure
✓ Rebuilt performance-sensitive workflows
✓ Integrated Replicate for AI image processing
✓ Added proper error handling for API calls

Result

Page load times dropped from 8 seconds to under 2. Dealers produce visuals in under 5 minutes per vehicle. 25% improvement in inventory turnover.

ReactReact NativeSupabaseReplicate APIAWS S3Imgix

Timeline: 4 weeks · 1 developer

AutoFox AI image processing workflow — AI workflow — dealership photos processed into studio-quality imagery.

AutoFox vehicle showcase output — Output — production-ready vehicle visuals generated automatically.

AutoFox dealer dashboard — Dealer dashboard — inventory management with AI-processed imagery.

AutoFox batch processing — Batch processing — multiple vehicles handled in a single session.

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