References

Check out our references to get a better image of the diversity of use cases where we helped our customers with our machine vision solutions.

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References

Machine learning pilot for customer retention

AI is one of the key driving technologies in digital transformation. Machine learning pilot project for churn modelling on consumer loans data was an important step that shaped the way how machine learning is implemented in Erste Group.

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Visual volume estimation of pancreatic islets

Pancreatic islets are cell clusters containing beta cells essential in blood sugar regulation. In diabetic patients, the immune system misidentifies beta cells as dangerous and destroys them. Doctors are trying to cure this transplanting the islets.

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Cognitive Real Estate Assessment (CREA)

Private sellers and buyers, real estate professionals, banks, insurance companies, investment funds and other stakeholders oftentimes depend heavily on the accurate value estimation of their real estate properties.

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Assessment of quality of embryos

Choosing the most viable human embryo from a number of fertilized eggs is among the greatest challenges in human infertility treatments. Evaluating viability is a complex process which calls for extensive manual labor and full concentration.

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Slovak Utility Company

Automation of analogue meter reading

Controlling consumption of end users is an inevitable task for every utility provider. Yet, the technology for “smart” electricity, gas, water or heat consumption metering is still immature. OCR can facilitate the current reading process though.

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Forecasting on electricity market

Electricity suppliers work hard to deliver the right amount of power to the grid at the right time to cover consumption of their customers. Every deficit or excess of energy causes additional expenses so accurate consumption forecasts are crucial.

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Aluminium Producer

Aluminium production optimization

Aluminium production is a complex process requiring huge amounts of electricity, so the process has to be strictly controlled and optimized to avoid any unnecessary expenses for energy and chemicals. Fortunately, machine learning can assist here.

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Customer profiling from web browsing data

Regardless of the product, one thing is common for every marketing campaign - the more tailored the campaign is to the profile of the customer, the higher the chance of conversion. Therefore every company tries to get to know their customers better.

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Machine learning education for a multinational bank

Large companies have already realized the huge potential of data science in their business but sometimes they need help on their digital transformation path. Erste Group identified the need for in house machine learning education and turned to us.

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Automotive Components Manufacturer

Quality control for automotive components manufacturer

Machine learning is a powerful tool enabling automotive component manufacturers to reduce scrap in early production stages and optimize the process. Our client decided to boost their quality control implementing cutting-edge technologies with Cognexa.

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Leading International General Insurance Company

Automated Odometer Reading (OdoCap)

Car insurance premium usually depends on the miles driven. That doesn’t always work for the best interest of the car owner, so the reported odometer readings might be unreliable. This problem can be easily solved with machine vision technology.

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