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    string(58) "https://www.statworx.com/en/topics/recommendation-systems/"
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Consulting and Solution Development

Recommender Systems

We develop customized AI-based recommender systems for organizations. Our AI consultants guide and support you from the initial concept to the implementation of the recommender system.

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We develop custom data and AI-based recommender systems for businesses

Your Experts for Recommender Systems

Especially in the digital space, we humans are increasingly confronted with a huge mountain of potentially interesting content such as products, news, articles, photos, films, and much more. It is difficult to find exactly the content that is most relevant to us. Recommender systems are used by companies to solve this problem. Based on collected data and information, they try to estimate the interests and needs of their customers. This knowledge then serves as a basis for suggesting exactly the right content to selected customers at a specific time. This technology is already widely used for product placement. Companies benefit from an increase in conversion, revenue, and customer satisfaction. Customers benefit from reduced search effort and a personalized customer experience.

At the core of recommender systems are statistical procedures or complex algorithms that recognize patterns along the purchasing history and characteristics of the customers and translate them into personalized suggestions. Especially the digital space is perfectly suited for implementing recommender systems. Relevant data can be collected and personalized suggestions can be displayed without any problems. Today, we already encounter very complex recommendation logics in various places in everyday life. Facebook, Netflix, Amazon, Twitter, LinkedIn, Instagram, TikTok – everywhere a recommender system is in the background, trying to select exactly what we find interesting from a variety of potential content. Recommender systems have their effect, especially where a large number of contents are available or large quantities of products are offered. This technology is of great relevance to many companies and from our point of view, it is only a matter of time before it arrives everywhere in one way or another.

The development of recommender systems is a central competence of our AI consultants, which we have already proven successful in many projects. With our support, you can use recommender systems to increase your revenue and delight your customers.

Benefits of recommender systems

  • Increased conversion and revenue

    Personalized recommendations can increase conversion, as customers are more willing to buy products that meet their needs.

  • Personalized customer experiences

    Recommendation systems help companies create personalized experiences based on their preferences and behavior patterns.

  • Customers find what they are looking for

    Your customers find the right product within a very short time. This saves time and gives them the feeling of being understood.

  • Automation of manual consulting

    The manual consulting and recommendation of specific products or product configurations will be automated in many places in the future.

Use cases for recommender systems

E-Commerce

Recommend the products or product configurations that meet your customers' needs.

Advertising

Increase the effectiveness of your advertising measures by running personalized ads.

Media and entertainment

Recommender systems can be used to suggest users texts, articles, apps, movies, series, or music.

Financial sector

Insurances and banks use recommender systems to suggest the right offers to their customers.
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Our strength

500 Data and AI Projects successfully realized
100 Customers from 10 industries
85 Experts from 17 fields of study
10 Years of experience in Data Science, ML and AI

Partners, Tools & Technologies

Interested in AI driven recommender systems?

As a leading consulting and development company for AI driven recommender systems, we help you to fully exploit the advantages of these technologies. Contact us today to find out how you can benefit. Our AI consultants are looking forward to meeting you.

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marcel plaschke
Marcel Plaschke
Head of Strategy, Sales & Marketing