AI-Powered Inventory Visibility

An AI-driven MVP that supports safer, more efficient operations in high-traffic logistics environments and enabled early pilots with enterprise partners.
Client
LuminX
Date
Q4 2024
Role
Sole Product Designer

Problem

Loading docks and commercial shipping hubs operate under intense pressure to improve safety and efficiency - but many still rely on manual oversight and fragmented tools.

LuminX set out to address this with real-time computer vision and AI. I joined as the sole designer to help turn their concept into a usable product that could support pilots and open doors to enterprise partnerships.

Ideation

We began with wireframes to map out the core use cases: a live incident feed, a video review tool, and a dashboard for key safety and ops metrics.

I built various mockups to explore layout, information density, and alert hierarchy. A major challenge was helping users quickly assess and act on alerts without getting overwhelmed - we addressed this with visual prioritization, smart grouping, and a clean, focused UI.

Design

The final MVP included several key components:

  • Live Incident Feed – A scrollable, filterable stream of events with video previews and clear severity labels.
  • Video Review Tool – Users could scrub footage, view flagged timestamps, and mark events as resolved or false positives.
  • Dashboard Overview – A top-level view with safety and efficiency metrics, designed to support both daily operations and executive reporting.

Results

The MVP played a critical role in LuminX’s early growth:

  • Enabled successful pilot programs with major logistics companies
  • Provided a polished, credible product for customer demos and sales conversations
  • Helped the team identify new high-value features based on real-world usage

Even as an early-stage tool, the system was well received for its clarity, responsiveness, and usability. It laid the foundation for ongoing iterations as LuminX continues scaling in the industrial AI space.

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