Rethinking the Cost of Robotic Pick and Place In most manufacturing environments, robot-based pick and place systems are either over-engineered and overpriced , or underpowered and inflexible. LM3 Technologies breaks this tradeoff by delivering scalable, cost-effective robotic pick and place solutions  that combine powerful AI vision  with practical integration strategies. Whether it’s bin picking , tray picking , conveyor-based selection , or de-palletizing , our systems are

Speed Is Strategy in Manufacturing AI In the world of industrial AI vision, speed doesn’t just improve workflows — it defines viability. Traditional AI training cycles can take 12–24 hours or more, delaying both implementation and iteration. That’s why LM3 Technologies has invested in Google Cloud’s latest-generation Tensor Processing Units (TPUs) , reducing our training time to under 2 hours per model . This infrastructure leap allows us to go from image collection to a floo

As manufacturers continue pushing for higher throughput, shorter cycle times, and more comprehensive quality control, AI vision systems are under pressure to scale—not just in accuracy, but in architecture and execution . At LM3 Technologies, we’ve answered that demand by evolving our PAQi vision controller to run multiple parallel software instances  on high-performance industrial PCs , enabling full-featured inspection across dozens of cameras —without sacrificing reliabili

One of the most persistent challenges in deploying AI-powered machine vision systems is not the algorithm—it’s the data .Most vision failures stem not from mod el limitations, but from a lack of diverse, high-quality, annotated training data. When defect rates are low, or part availability is limited, it becomes nearly impossible to build robust, generalizable models using traditional methods. At LM3 Technologies , we’re addressing this head-on by integrating synthetic data g

Integrating PLB, Visionary-T/B, and Advanced 3D Vision into LM3’s AI Inspection Workflows At LM3 Technologies, we design and deploy automation systems that blend best-in-class hardware with robust AI-based vision and full industrial integration. As manufacturers push for greater flexibility and traceability, we stay ahead by partnering with key innovators — including SICK Sensor Intelligence  — to incorporate their next-generation vision technologies  into our platform. Two o

Torch cutting systems traditionally present unique challenges for automation due to the variability of raw materials, high heat, and lack of consistent part presentation. LM3 Technologies recently deployed a multi-layered inspection and handling solution combining 3D vision, AI-based object detection, and advanced robot guidance to achieve complete automation of the torch cutting process — from bin picking to final cut verification. Application Overview The client environment

In today’s manufacturing landscape, external economic pressures are colliding with internal labor constraints , forcing plant managers...

As demand for automated inspection continues to rise across industries, manufacturers are seeking AI vision systems that are not only...