Smart Shelf Monitoring
How it works:
Cameras and sensors on shelves use AI to detect product availability, shelf gaps, or misplaced items in real time.Benefits:
Reduces out-of-stock situations, enhances planogram compliance, minimizes manual labor for shelf audits.
Behavioral Analytics
How it works:
Physical AI cameras track foot traffic, dwell time, and customer interactions with products.Benefits:
Improves store layout and product placement, enables personalized in-store marketing, ensures privacy by processing video locally.
Checkpoint Optimization
How it works:
Edge devices monitor checkout lanes and customer movement to predict and reduce wait times.Benefits:
Reduces queue abandonment, improves staff allocation in real time, enhances customer satisfaction.
Loss Prevention
How it works:
AI-powered surveillance systems detect suspicious behavior (e.g., shelf sweeping, loitering, or concealed item handling).Benefits:
Enables proactive security interventions, reduces shrinkage and improves asset protection, operates in real time with minimal cloud dependence.
Zone Analytics
Density Heat Map
Foot Traffic Mapping
Unique Person Tracking
Inventory
Replenish displays/shelves
In-store Analytics
Unique foot-falls across multiple cameras
Large Two-Wheeler Manufacturer
In-Store Customer Experience
SiMa.ai Solution Detail
Products
- Physical AI Box based on PCIe HHHL card from SiMa.ai
- Software: Palette
Services
- Model training, Application development, deployment, and post processing application for report generation
- Thermal qualification for 3rd party box
Solution Overview
- Object detection and tracking models
- Scalable high availability 365x24x7
Challenges
- Improve walk-in experience (count, meet n greet)
- Improve zone analytics (foot-traffic, inventory, heatmaps)
- Ensure privacy
Solution
- Automated solution working 24×7
- Edge based solution for data privacy
- Distributed edge for high performance and low TCO
Takeaways
-
- Better customer insight through analytics
- Privacy requirements met – data processed at edge