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19.01.2021

How we deliver projects (our rules) – THE ISOLUTION MANIFESTO

isolution
isolution

ISOLUTION is an engineering company that has always focused on creating products that deliver value to our Business Partners and their customers.  Every software development company refines its software development process, and each has a different idea on how this can be performed. It’s not an easy task because it depends on many components, such […]

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Pro-societal activities and CSR in ISOLUTION

isolution
isolution

#cooperation and #commitment are two basic values that guide us in our organization every day. When we talk about values, we think about specific behaviors that accompany us on a regular basis.   As the #IsolTeam community, we engage in various pro-societal and charity activities. MANAGEMENT3.0 Warsaw Our key event that has been ongoing for […]

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25.07.2020

Supporting sales and handling of insurance claims using AI

isolution
isolution

Introduction The insurance industry offers a very wide range of products, such as individual, group, vehicle insurance and many more. Each of these require compliance with different procedures, and legal requirements and the analysis of various types of information both when selling the policies and when paying out due claims. This generates many processes that […]

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02.07.2020

Domain adaptation with Xception and VGG16 models

isolution
isolution

When beginning a journey with artificial intelligence algorithms, it is worth asking yourself two fundamental questions: What is the issue we are trying to solve? How to build a model that will assist in solving this issue? To answer the first question, the only limiting factors are our imagination and the availability of data we […]

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26.06.2020

The use of AI in the financial industry

isolution
isolution

According to a report on the use of artificial intelligence in the BFSI sector[1] (banking, financial services, insurance) the value of this market area was estimated at $2.5 billion in 2017. Forecasts show that by 2024 it can reach up to $25 billion. Companies in the area of ​​broadly defined financial services invest in solutions […]

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27.05.2020

DL4J with Kafka Streams for Anomaly Detection

isolution
isolution

In my previous post we went over the topic of autoencoders. It is certainly knowledge worth implementing in one’s life. Let’s now imagine a system where the communication between servers is done using Kafka. During the lifetime of the system it turned out that some events are quite harmful. We must detect them and transfer […]

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Anomaly detection with Autoencoders

isolution
isolution

Anomalies in systems occur rarely. The validation layers stand guard over correctness by catching them out and eliminating them from the process. A cash withdrawal request in a place that is unusual for the card owner or a sensor reading that exceeds the norms can be verified based on profiles or historical data. However, what […]

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