AI mirror for event activations
Challenge: To offer an interactive visual experience without disrupting visitor flow in a busy area.
Approach: Creating a kiosk-like flow suitable for offline or low-connectivity conditions with local inference.
Outcome: A more stable experience flow, more streamlined operations and more meaningful event data.
Retail counting and heatmap reporting
Challenge: Being able to see in-store movement, queuing impact and space usage on a single screen.
Approach: Combining counting, heatmap and dashboard layers into a single retail analytics flow.
Outcome: Providing a more visible data basis for location, staffing and operations decisions.
Infereal Media Tools
Challenge: To make image, PDF and document transactions fast, accessible and privacy-oriented for the user.
Approach: Combining compress, convert, OCR, remove background and document tools in a single product experience that works within the browser.
Outcome: To create a media tools product that can be used self-serve and works without moving files off the device.
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Secure access for site and parking flows
Challenge: Moving to a more verifiable security flow without manually tracking migration events.
Approach: Designing face / plate event stream, local logging and operator-friendly event views.
Outcome: A clearer incident record for security teams and a more streamlined entrance-parking operation.
Product-specific industrial anomaly detection
Challenge: Ability to establish reliable visual quality control when error types vary.
Approach: To advance with product-specific model and benchmark logic by optimizing camera and light conditions.
Outcome: Gaining earlier error awareness and stronger operational visibility into the quality process.