Whether you are a machine manufacturer looking for a customized solution or a manufacturing company with a wide range of machinery - benefit from our broad experience!
Predictive quality or process optimization is rarely plug & play. With us, you build on existing technology modules and implement operational solutions reliably and quickly.
When evaluating defects in quality inspection, it is easy to lose track of existing possible solutions. Understanding (the requirements) of the use case is crucial!
You already monitor parameters or states in your use-case, but also want to forecast values and detect anomalies? We integrate these functionalities anywhere.
We properly evaluate your idea and define requirements.
We agily and rapidly work towards a functional prototype.
We reliably and sustainably integrate solutions into your infrastructure.
GOAL: In an existing quality monitoring software in series production, quality forecasts and anomaly detection were to be integrated.
APPROACH: The ready-to-use IconPro TSAF module for automated time series analysis and forecasting was integrated seamlessly.
RESULT: Quality managers automatically get notified about critical changes and get a quality forecast to react early to ensure process stablity.
GOAL: Reproduce the finished surface of a given master part for a series of new parts with an automated blasting machine.
APPROACH: A data-driven process optimization logic based on the IconPro ARES software was trained and integrated into operator dashboards.
RESULT: Operators scan the surface of the master part and get a recommendation for the process parameters based on the measurement results.
GOAL: In the course of quality checks with white light scanners, welding points were to be found and checked automatically in-process.
APPROACH: IconPro AI image processing algorithms were trained with historical image data and integrated into the customer’s measurement software.
RESULT: Instead of manually marking image spots with welding points for further automated evaluation, the weldings points are found automatically.
From the first meeting, IconPro made an exceptionally innovative and professional impression.
We were impressed by how fast the IconPro ARES software generates substantial process insights.
Working with IconPro in a pilot project proved to be simple, efficient and focused right from the beginning.
IconPro Apollo just met our demand for on-premise condition monitoring and analysis of our measurement machines.
IconPro is a pioneer in the field of predictive quality, maintenance, and process optimization.
We recommend the IconPro ARES software to decrease the ramp-up time and further optimize the productivity of a rolling process.
Due to its experience, IconPro is a trusted partner for machine learning software serving the actual needs in production.
IconPro Apollo proves to be an intelligent, connective and productive solution for smart monitoring of measurement machines.
IconPro‘s combined deep expertise in production technology and industrial software development is very convincing.
We utilize the IconPro Apollo software for predictive maintenance of our robot systems to minimize downtimes.
The platform-agnostic and highly intuitive software by IconPro just serves the current needs in our industry.
It brings machine learning to production engineers and use-cases on-premises or in any cloud providing results quickly.
Having started with a larger software engineering project, IconPro became the main external partner for our AI strategy.
With IconPro, we enable the users of our statistical process control software to react to changes before they get critical.
IconPro became a strategic partner for the application of machine learning on our energy management use-cases.
With the help of IconPro TSAF we process energy carrier data from our factories to identify energy waste and reduce costs.
IconPro already did a great job when it first came to investigate the relations and potential in our production.
With IconPro software, machine learning can be utilized directly by our process engineers to predict & optimize quality.
IconPro demonstrated the ease-of-use of the ARES software for deriving predictions and optimizations from production data.
For our new e-mobility production line, we integrate predictive quality with IconPro from the beginning.
What is Software Engineering?
Software product development is the focus of this area of engineering. It functions according to a set of standards, guidelines, and procedures that have been carefully developed through time and modified as software and technology have advanced.
The goal of software engineering is to improve the quality, timeliness, and cost effectiveness of software development while also providing the guarantee of structured testing and engineer certification. Software engineering does this by applying the structured, disciplined approach to programming used in engineering to the process of developing software.
What is AI Software?
A computer program competent of intelligent behavior including learning, thinking, and problem-solving is known as artificial intelligence software. It works out a variety of operations that ordinarily need human intellect, from the straightforward duty of keeping time to the complicated process of evaluating millions of data sets.
Across all industries, from manufacturing and logistics to retail and marketing, AI software improves corporate operations and operational efficiency.
Artificial intelligence is becoming key to all commercial and operational procedures using large amounts of data, particularly in the manufacturing, autonomous vehicles, and mobile apps industries.
How does AI software work?
AI integrates large amounts of data with extraordinary speed, economy, and precision using its intelligent algorithms, or mathematical instructions for computations and automated thinking. It enables the program to gain knowledge from data, spot characteristics and patterns, and forecast upcoming trends.
The following are included in the broad field of AI:
Neural network: It is a network of units that resembles a neuron, processing and transmitting information from one unit to another to create meaning.
AI software analyses data to improve interactions with people, offer assistance with certain activities, and help users make rapid judgments.
BENEFITS OF AI SOFTWARE
Industrial AI software common use-cases
Data-driven businesses including manufacturing, medicine, logistics, and telecommunications will benefit greatly from the integration of AI with the Internet of Things (IoT), which gathers enormous volumes of data. In order to maintain the security and reliability of business data while coping with heavy data traffic on enterprise networks, AI is also essential.
The most common applications of AI software in the manufacturing sector include quality control, equipment maintenance and monitoring, supply chain (warehouse management and logistics), demand forecasting and stock control, use of manufacturing robots, and customer management.
Machines can now learn, interpret information, make decisions, and act in the same ways that people do thanks to computing. For the advantage of end users, machine learning and deep learning improve operations, functionality, and procedures.