Whitepaper - Leela AI

Edge Video Analytics for Manufacturing Sites (2026)

Most manufacturing sites already have cameras. They already generate video. And yet, the operational data locked inside those video streams rarely makes it into the systems that drive production decisions. The gap between what you can see on the floor and what your analytics actually capture is where productivity, safety, and capacity improvements stall. This whitepaper is about the future of edge video analytics for manufacturing sites. This Is Edge Video Analytics for Manufacturing Sites (2026).

The Complete Guide to Reducing Industrial Safety Risk with Visual Intelligence

Most industrial plants already run a safety program: training, PPE policies, audits, and incident reporting. What most programs lack is a continuous view of what actually happens on the floor between audits. This guide explains how visual AI fills that gap, so teams can find and fix risks before they lead to injury. Learn more in this article about Reducing Industrial Safety Risk with Visual Intelligence

The Complete Guide to Shift Benchmarking with Visual AI

Comparing shift performance on a production floor has never been straightforward. IIoT sensors tell you a machine ran, but they can’t tell you whether Shift A’s operators waited 20 minutes for parts that Shift B had pre-staged.

Visual Intelligence in Manufacturing for 2026

Getting exact data on what happens during manual operations has always been difficult. Traditional time and motion studies require consultants, disrupt workflows, and capture only a fraction of what actually happens on the production floor. Meanwhile, enterprise manufacturing operations leaders face mounting pressure to increase output, reduce waste, and improve safety without adding headcount.

Public funds help manufacturers go digital

There are many sources of public funds to help small and medium manufacturers go digital. In this article, we cover all 50 states.

More Public Funds for Smart Manufacturing – 2024 edition

Since Jan. 2023, when we published the first edition of this guide to US government grants that help small and

MIT CSAIL Alliance Case Study

Leela AI is a member of the MIT CSAIL Alliances, an organization which links industry and government to MIT’s Computer Science and Artificial Intelligence Laboratory. They featured Leela AI in a member success case study earlier this year. This case study gives an helpful overview of Leela’s hybrid AI model and discusses our approach will drive improvement in manufacturing.

Category: Whitepaper