The lists below are intended to provide an overview of our areas of expertise. They are by no means exhaustive. Each category has multiple segments or breakouts depending on the topic. For example, Industry 4.0 is split into two segments, Connected Factory (data collection) and Smart Factory (applied ML) while PCB consulting fits into one category itself. These areas represent our interests in consulting to help clients overcome problems relative to the subject of interest.
Turn your manufacturing factory into a data mine through digitalization.
Evaluate your factory or manufacturing environment for the best method to start collecting relevant data.
Procurement, installation, and launch of your Connected Factory Plan.
Train your team on the industry best practice standards for data collection, reporting and analysis.
Create your factory manufacturing equivalent of a Digital Twin.
Extract the maximum ROI from your data asset by applying state-of-the-art Machine Learning techniques to predict scrap events, preempt equipment failures, or automate root-cause analysis.
Understand the tradeoffs of when to buy off-the-shelf AI technology or spin up your own internal Data Science team.
Architect and Establish best practices for a cutting edge Data-Science applications.
Build, deploy, or manage your AI-Models that are in production. Either on the edge or in the cloud.
Services are billed hourly.
These services are intended to provide an overview and are not limited to all we offer. While they are mostly geared towards supporting PCB fabricators, many OEMs have a need to understand these same challenges. If there is something not listed but you feel we may be able to help with, please reach out for an exploratory conversation.
Train your OEM team on the fundamentals to PCB manufacturing and some of the critical process steps that often result in remakes or other costly delays.
Evaluate your PCB factory's capabilities and the necessary improvements required to advance its processing capabilities.
Review best practices of flex design and manufacturing. Focused sessions can be tailored to designers or process engineers to ample time to ask questions and understand the tradeoffs of various designs or sessions.
Building a reliable micro-via does not happen by chance. How to build a reliable micro-via can differ from shop to shop depending on the manufacturing steps or equipment.
Support your Quality Improvement Team's actions to identify, and eliminate scrap or waste.
Understand the fundamentals of transmission lines, what manufacturing steps affect these structures, and mitigation strategies to address these risks.
Our professional opinion on why a PCBA or PCB stand-alone failed. Destructive or non-destructive analysis can be offered to support or guide your investigation into what went wrong in the manufacturing process.
Services are billed hourly.
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