Build vs. Buy vs. Hire: When You Need a Dedicated CV Engineering Team
Should you build computer vision in-house, buy an off-the-shelf solution, or hire a specialized engineering team? A practical framework for making the right call.
Perspectives on computer vision, retail analytics, and building systems that see — from our engineering team.
Should you build computer vision in-house, buy an off-the-shelf solution, or hire a specialized engineering team? A practical framework for making the right call.
A practical guide to selecting compute hardware for computer vision deployments — comparing NVIDIA Jetson, Google Coral, Raspberry Pi with Hailo AI HAT, and cloud inference.
The gap between a working demo and a deployed CV system is enormous. Here's what we've learned shipping real computer vision products across retail, transit, and industrial applications.
Footfall counting is just the entry point. Here's how computer vision is transforming store operations, merchandising, security, and customer experience — and what's coming next.
Cloud-based solutions fail in Indian transit — patchy connectivity, extreme heat, and chaotic boarding patterns. Here's why on-device AI is the only architecture that works.
80% of marketing campaigns miss their targets due to lack of alignment with sales floor realities. Learn how to use shop floor data to bridge the disconnect between marketing and sales.
Successful retail expansion is fueled by data-driven insights. Learn how to leverage location analysis, operational data, and predictive analytics to scale your stores strategically.
Staff closing stores early, inflated walk-in reports, manipulated data — these hidden costs add up. Learn why automated retail monitoring isn't optional anymore.
Generic background music is dead. Learn how AI-driven customer profiling enables personalized in-store media — targeted displays, dynamic playlists, and content that actually converts.
Announcing StoreIntel Lite — a free version of our retail analytics platform for small businesses with up to 5 stores. Footfall counting, demographics, dwell time, and heatmapping included.
Data isn't just power in retail — it's the key to survival. Learn how advanced customer analytics with StoreIntel is transforming store operations, personalization, and decision-making.