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From the Lab

Notes, project stories, and updates from the ZLab team — from research to deployment.

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Articles

Why Industrial AI Needs Field-Tested Data

Lab accuracy rarely survives contact with real factories and farms. Here is how ZLab closes that gap before deployment.

ZLab Team · Aug 12, 2026
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Project Stories

Inside the Autonomous Warehouse Robot Build

A behind-the-scenes look at how the robotics team took a rough prototype to a working warehouse floor.

ZLab Team · Aug 5, 2026
1 min
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Tech Notes

Tuning Computer Vision Models for Low-Light Fields

A practical walkthrough of the augmentation and calibration steps that fixed our night-time detection rate.

ZLab Team · Jul 29, 2026
1 min
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Events

ZLab Opens Applications for Winter Research Cohort

Six new research tracks, three industry partners, and a call for student teams across engineering fields.

ZLab Team · Jul 20, 2026
1 min
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Articles

What We Learned Shipping 40+ Applied Research Projects

Patterns across industries, and the habits that separate a working prototype from a deployed system.

ZLab Team · Jul 14, 2026
1 min
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Project Stories

Building the Grid Load Forecasting Pipeline

From raw meter data to a forecasting model the utility team trusts enough to act on daily.

ZLab Team · Jul 3, 2026
1 min
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Tech Notes

A Short Guide to Deploying Models on Constrained Edge Devices

Quantization, batching, and the memory tricks that got inference running on cheap edge hardware.

ZLab Team · Jun 22, 2026
1 min
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