Smarter data for better in-store experiences
LexData Labs empowers retailers to optimize operations and elevate customer service with clean, structured data tailored for AI-driven decision-making. From real-time alert systems to traffic analysis, our data services help retail teams better understand store dynamics and deploy staff more effectively.
How we support retail innovation
Whether you're managing customer flow, preventing missed sales opportunities, or streamlining in-store operations, LexData Labs delivers the structured data you need to build smarter retail systems.
Customer experience optimization
Label video data to detect customer line lengths, monitor store sections, and improve staffing decisions in real-time.
Footfall & traffic analysis
Count entrances, track customer movement, and analyze in-store traffic patterns to drive layout and resource changes.
Staff deployment alerts
Train models to detect low staff presence during high customer activity to improve service.
Specialized data services for retail AI
We support dynamic, high-volume retail environments with human-in-the-loop annotation, automated tracking, and alert validation.
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Multi-zone alert validation
Custom rule-based annotation for different in-store zones like checkout lines, garden centers, and exterior areas.
Real-time missed opportunity monitoring
Review alert conditions manually to identify when AI missed a service alert, enabling continuous model improvement.
Video annotation & event detection
Structured labeling across time for motion-based AI triggers and event prediction.
Why retail leaders work with LexData Labs
99%+ accuracy
human-reviewed alerts across store locations
Built for scale
handle multi-store, multi-region video feeds with speed
Continuous QA
missed alert tracking to improve precision and outcomes
Let’s transform your store data into actionable insights—with speed and precision.
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