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Plenware

Solution

Visual and Operational Intelligence

Video analytics, computer vision, real time monitoring, and edge AI for physical operations.
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The problem

Cameras and sensors capture what happens across sites, lines, and roads, but the data is reviewed too late or not at all.

Our approach

We engineer vision and sensing systems end to end: assessing cameras and environments, collecting and labeling data, training and optimizing models, and deploying them on edge hardware such as NVIDIA Jetson.

Events, counts, and alerts flow into dashboards and existing operational systems, while raw footage can stay on site.

What it includes

Solution components

Video analytics

Detection, tracking, and counting across camera networks.

Computer vision

Inspection, segmentation, and pose estimation models.

Real time monitoring

Live alerts for safety and operational events.

Edge AI

Optimized inference on embedded hardware near the source.

Intended outcomes

  • Incidents detected as they happen
  • Consistent inspection quality
  • Lower bandwidth costs
  • Operational data you can act on

Discuss a vision intelligence project.

Tell us where the problem shows up today and which systems are involved. We will outline a practical path to a solution.