Manufacturing QA Vision
Client: Tier-1 Automotive Parts Manufacturer
Problem: Manual quality inspection was catching only 82% of surface defects — costing $2.3M/year in warranty claims.
Solution: Custom object detection model deployed on edge hardware at 6 inspection stations. Real-time inference with automated rejection.
accuracy
inference
saved/year
Legal Document Analysis
Client: Am Law 100 Firm
Problem: Contract review consumed 4 hours per document — lawyers were bottlenecked on repetitive clause analysis.
Solution: NLP pipeline for automated clause extraction, risk scoring, and anomaly detection. Integrated into existing document management system.
per document
F1 score
time reduction
E-Commerce Recommendations
Client: Regional Fashion Retailer
Problem: Generic "customers also bought" recommendations were underperforming — low engagement, no personalization.
Solution: Hybrid collaborative filtering + content-based model serving 2M+ daily users. Real-time feature pipeline with A/B testing framework.
CTR uplift
NDCG@10
daily users