Blog
Engineering insightsAI Development5 min read
How to Evaluate AI Development Companies
A practical framework for enterprise buyers choosing an AI development partner — what separates production teams from demo shops.
Computer Vision6 min read
Computer Vision Deployment at Scale: Lessons from 200 Branches
Technical lessons from deploying computer vision across 200 retail locations — edge vs cloud, latency, monitoring, and failure handling.
OCR & Document AI7 min read
Handwritten Cyrillic OCR: Technical Challenges and Solutions
Deep technical dive into building a handwritten Cyrillic recognition system that achieves 92% accuracy — data, models, and hard-won solutions.
Enterprise Automation5 min read
When to Automate vs. When to Hire
A decision framework for operations leaders — when automation makes sense, when hiring is better, and how to calculate the ROI.