Top Software Development Companies in Karlsruhe

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Nadine Fraiss - Nuatris

List of the Best Software Development Companies in Karlsruhe

Are you looking for the best Software Development Agency for your upcoming project? We have a list of 347 Software Development Companies. This list contains matching case studies and references, 2,916 customer reviews, hourly rates, team size and much more. Use the appropriate filter options to find the best Software Development Agency for your business requirements.

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  • 1,001-5,000
    > 10,000 €
    25 € - 49 €

    10% Software Development

    Andersen is an international custom software development company with a strong focus on technology-intensive industries. Since its foundation in 2007, the company has opened more than 16 development centers and 16... Read More
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  • 1,001-5,000

    30% Software Development

    Vention is a global software development company with headquarters in the USA and further locations worldwide. We support both startups and already established companies from a wide range of industries with the dev... Read More
  • Innowise

    VERIFIED
    Attractive Pricing

    1,001-5,000
    > 10,000 €
    25 € - 49 €

    10% Software Development

    The Innowise Group is a leading software development company based in Frankfurt am Main, Germany. We serve customers locally and globally with offices in various countries including the USA. With over 16 years of e... Read More

  • 51-200
    > 50,000 €
    50 € - 74 €

    90% Software Development

    Rolique is a software development company with 9+ years of expertise and 110+ successful projects. We transform products' tech foundations to make solutions s... Read More
  • Globaldev

    VERIFIED
    Attractive Pricing

    201-500
    > 50,000 €
    25 € - 49 €

    30% Software Development

    About Globaldev GroupGlobaldev is an international digital agency with more than 12 years of experience in custom web and mobile development. Our team of more than 250 members supports start... Read More
  • Plavno

    VERIFIED
    Attractive Pricing

    51-200
    > 25,000 €
    25 € - 49 €

    10% Software Development

    ✅ Customized solutions for your growthPlavno is a leading software development company with over 15 years of experience and a highly skilled team of experts in your industry.Full-serv... Read More

  • 11-50
    > 5,000 €
    50 € - 74 €

    40% Software Development

    Axisbits is all about cutting-edge software technology and attention to detail. Inc. 5000 companies place their trust in us. Our core competencies: FinTech: financial too... Read More

  • 51-200
    > 10,000 €
    50 € - 74 €

    40% Software Development

    Our Team ” - Marcin Obel, CEO and FounderQodeca is a product design and custom software development company, based in Poland. There is no real feeling of hierarchy in Qodeca.... Read More

  • 11-50
    > 50,000 €
    100 € - 149 €

    20% Software Development

    Hi. We're Becklyn. As a digital agency, we do exactly what it takes to create wonderful digital products: customer experience design, product engineering and digital growth marketing. We are a team of over 36 Digit... Read More

  • 11-50
    > 10,000 €
    75 € - 99 €

    20% Software Development

    ISEO Digital Agency - Experts since 2008. We have developed successful software and apps for over 100 customers in various industries. We accompany companies from the vision to the realization. Whe... Read More

  • 51-200
    > 25,000 €
    100 € - 149 €

    50% Software Development

    We are more than a service provider, we are a partner to our customers. Good source code drives us, because we develop software out of passion. This passion is our core competence. Our employees are experts in thei... Read More

  • 2-10
    > 25,000 €
    75 € - 99 €

    25% Software Development

    Welcome to Jagan Solutions, where innovation meets intelligence.As a leading Artificial Intelligence and Scientific Computing company, we specialize in addressing diverse business process challenges, ranging... Read More

  • 201-500
    > 10,000 €
    25 € - 49 €

    20% Software Development

    Instinctools is a software product development and consulting company with headquarters in Germany and the USA.Powered by 350+ seasoned in-house professionals located in development hubs in... Read More
  • Huboxt

    VERIFIED
    Attractive Pricing

    11-50
    > 10,000 €
    25 € - 49 €

    25% Software Development

    Huboxt is a custom software company that transforms the concept from your mind into a product.Our services include:Web and mobile developmentCustom softwar... Read More
  • Webamboos

    VERIFIED
    Attractive Pricing

    11-50
    > 10,000 €
    25 € - 49 €

    20% Software Development

    Webamboos is a reputable and award-winning software development partner from Romania (member of European Union), specializing in Node.js, React.js, and Vue.js to successfully develop, deploy, and maintain dynamic w... Read More
  • Implex

    VERIFIED
    Attractive Pricing

    11-50
    > 10,000 €
    25 € - 49 €

    50% Software Development

    Implex is a custom web and mobile development partner for tech leaders of startups and scale-ups who are driven to develop sustainable and impactful products. Our community of top engineers, managers, and domain ex... Read More
  • DatBi

    VERIFIED
    Attractive Pricing

    11-50
    > 10,000 €
    25 € - 49 €

    20% Software Development

    DatBI (offices in Warsaw and Kiev) is a company specializing in creating data-driven products and data consulting.We offer a full cycle of transforming your data into a real asset - from creating real-time s... Read More

  • 11-50
    > 10,000 €
    25 € - 49 €

    20% Software Development

    Join our league of satisfied customers and experience the innovation! Quality, reliability and long-term cooperation! 🏢 Headquarter in Berlin and Office in Coburg. Our Scrum team consists of AWS certif... Read More

  • 11-50
    > 25,000 €
    100 € - 149 €

    25% Software Development

    We are muse case GmbH - a UX design & technology studio in Stuttgart. The core of our work is full-stack software development, UX/UI design and AI engineering.We develop customized software products, des... Read More

  • 11-50
    > 1,000 €
    50 € - 74 €

    40% Software Development

    TheWorkinGroup - a fully remote company - covers all steps in the implementation of complex IT projects. If you are looking for a company that understands your needs, then you have come to the right pla... Read More

Compare Top Software Development Companies - Guide and Category Winners

In the world of business strategies and decisions, choosing a competent Software Development Agency is a key element for growth and success. Feedbax provides a crucial platform to efficiently compare, engage and evaluate Software Development Companies. With an extensive collection of over 2,916 customer reviews, Feedbax provides a deep insight into the performance of providers. This platform makes your search for the ideal Software Development Agency much easier, with a focus on the most competent, best-rated and attractively priced companies.

To get an overview of the diverse range of Software Development Companies on Feedbax: Currently, about 347 Software Development Companies are currently rated. This company offers its services to a wide range of clients, from well-known companies such as EY, Coca-Cola, IBM, MediaMarkt and Accenture to smaller businesses. The industries in which it operates range from Banking and Financial Services and E-Commerce to Internet and Information Technology and Health and Social.

Below we present the winner in various categories to help you in your search for a provider:

Feedbax provides a detailed platform to evaluate and select leading Software Development Companies based on customer feedback, ratings and key metrics. It covers a variety of needs, including different budgets and focus areas, and helps you find the best Software Development Agency for the growth of your business. Regardless of the size of your business, from start-ups to large corporations, Feedbax provides you with the insights you need to find the Software Development Agency that can best deliver your specific project requirements within your budget.

Best Rated Software Development Agency

If you are looking for the best Software Development Agency, there are a few companies you should look into. They are known for doing excellent work and satisfying their customers. Currently, there are 106 Software Development Companies that have a total of 1,152 Top reviews - 5 out of 5 stars. Remember, these are just some of the best. You can find more Top Software Development Companies by using the sort and filter functions to see more options.

The top rated Software Development Agency:

Rank
Company
Rating
Reviews
Minimum Budget
Size
1. Plavno 5.0 93 > 25,000 € 51-200
2. SKOUZ 5.0 58 > 1,000 € 2-10
3. Axisbits GmbH 5.0 55 > 5,000 € 11-50
4. J&J Ideenschmiede GmbH 5.0 17 > 1,000 € 2-10
5. Webstudio Valnovo 5.0 15 > 1,000 € 2-10

1. Plavno

Plavno Logo
  • 2007
  • 51-200 Employees
  • > 25,000 €
  • 25 € - 49 €
  • Mercedes, Xerox, IBM, Kia, Mediacube

What clients say about Plavno

Review Quality Planning Costs Overall Recommendation
The MVP app developed by Plavno is excellent and has all the functionality required. Plavno has delivered on time and ensured a successful execution via regular updates and fast problem-solving. The client is so satisfied with Plavno's work that they'll work with them on developing the full app. Founder, 24hour.dev
5.0 Stars
5.0 Stars
5.0 Stars
5.0 Stars
Plavno's solution has saved time and money in development, allowing to launch the app sooner than anticipated. The team has been transparent, well-organized, and communicative; they've kept in touch through daily standups, biweekly sprints, and Jira. Overall, they're highly engaged and experienced. Sales & Events Manager, Arcade Food Hall
5.0 Stars
5.0 Stars
5.0 Stars
5.0 Stars
The entire process was finished ahead of schedule, thanks to Plavno's resources. The client also increased their conversion rate by 30%. The team was highly efficient, prompt, and receptive to comments and feedback. They delivered high-quality work and exceeded all of the client's expectations. CTO, Mbicycle
5.0 Stars
5.0 Stars
5.0 Stars
5.0 Stars

2. SKOUZ

SKOUZ Logo
  • 2011
  • 2-10 Employees
  • > 1,000 €
  • Ravensburger, Waldner, Mattil, attocube

What clients say about SKOUZ

Review Quality Planning Costs Overall Recommendation
Skouz has been a competent partner at our side for many years now and supports us in many areas. In my case, these are the development of SharePoint solutions with SPFx, applications within the Power Platform as well as web apps hosted in Azure. In addition to the naturally existing know-how in many areas, the speed with which Skouz familiarizes itself with new topics when necessary is particularly noteworthy. All in all, a really great partner with whom I have developed what I consider to be an extraordinary relationship of trust over the years. Josh Mohr
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5.0 Stars
We have been working with skouz at our company for several years and are still very satisfied. Down-to-earth, yet modern approaches and strongly solution-oriented. They have supported us in the near past with the operational support of a MAM system as well as with projects in Sharepoint. Our wishes and requirements were quickly grasped and implemented. What I particularly appreciate, the project management and coordination efforts are minimal, skouz really focuses on the implementation and solutions. You rarely get that with service providers. patmiba
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5.0 Stars
Matthias Buck and his colleagues are an absolute highlight in the search for pragmatic and qualitative solutions in the IT field. The communication works extremely well, the response times are minimal. Through a small implemented project (abolition of a paper solution) we save a 5 digit Euro amount every year. Ralf Wetzel
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5.0 Stars

3. Axisbits GmbH

Axisbits GmbH Logo
  • 2013
  • 11-50 Employees
  • > 5,000 €
  • 50 € - 74 €
  • Regal Wings Inc., EMWE Holding AG, Plastpro Inc., Vokus Personal AG, MegaDev GmbH

What clients say about Axisbits GmbH

Review Quality Planning Costs Overall Recommendation
As a result of this engagement, the client noticed a huge improvement in business efficiency. Axisbits was constantly in touch with the client all throughout, providing updates and feedback. They listened attentively, addressed any areas of concern, and gelled seamlessly with the internal team. COO, Software Development Company
5.0 Stars
5.0 Stars
5.0 Stars
5.0 Stars
Axisbits GmbH built a tailor-made website, which saw many visitors resulting in an increase in apartment bookings. The team excelled at project management and customer service. They were highly responsive to the client's needs, and their team of specialists was very engaged. Facility Manager, Chalet Matterhornblick
5.0 Stars
4.0 Stars
5.0 Stars
5.0 Stars
Axisbits GmbH delivered a functional website that met the client’s requirements. The team met deadlines, stayed within the budget, and communicated effectively through Slack and phone calls to ensure a smooth project management process. Their use of modern tools was also a highlight for the client. Managing Director, International Trading Company
5.0 Stars
5.0 Stars
5.0 Stars
5.0 Stars

4. J&J Ideenschmiede GmbH

J&J Ideenschmiede GmbH Logo
  • 2018
  • 2-10 Employees
  • > 1,000 €
  • 100 € - 149 €
  • idealo, Check24, Apollo Funsport, Hair & Beauty Center Wittkötter, Miganeo

What clients say about J&J Ideenschmiede GmbH

Review Quality Planning Costs Overall Recommendation
Absolutely recommended!!! I have been working with Ideenschmiede since the middle of last year and I am delighted. No matter what problems arise with my online store, they take care of them immediately and find a professional solution. In the beginning, Ideenschmiede provided me with excellent support in setting up and launching my own business. Thank you dear team at Ideenschmiede! Priobio
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5.0 Stars
Recommendable - really solution-oriented approach, short communication & implementation times. Really worth mentioning. Here, the interface was already set up and functional before I received any queries about feasibility from another provider. Minor challenges have all been solved in under 8 hours so far! Thank you very much! Mark Gühnemann
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5.0 Stars
With the help of the J&J Ideenschmiede software, we have a reliable and powerful solution that links our systems together. We have found a competent software partner in J&J Ideenschmiede who supports us in most questions relating to our systems. The open and friendly exchange about possible adaptations and the commitment make it possible to implement new features or solve problems quickly and purposefully. We are more than satisfied with J&J Ideenschmiede and would definitely recommend them to others! We look forward to further cooperation. HaGa world
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5.0 Stars

5. Webstudio Valnovo

Webstudio Valnovo Logo
  • 2022
  • 2-10 Employees
  • > 1,000 €
  • 50 € - 74 €
  • Empire Ink, HNX, Holymonkeys

What clients say about Webstudio Valnovo

Review Quality Planning Costs Overall Recommendation
Webstudio Valnovo created a great online clothing store for us on Shopify. Not only does the store look great, it is also super easy to use. The prices were really fair and everything was delivered on time - top! The team was always available and very friendly. I can only recommend Webstudio Valnovo. Great work, thank you very much! Anton Sitnik
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5.0 Stars
I would recommend Valnovo without reservation and to absolutely everyone. Their 24/7 customer support was outstanding and extremely friendly. They always had solutions ready for my concerns and implemented my store quickly and efficiently. I am absolutely satisfied with my decision to go with Valnovo. I can recommend the company to everyone! Thank you so much for everything!!! Vanity Spa Cosmetics
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5.0 Stars
I had the great pleasure of working with the agency that created my baby sleep coaching website (www.babyschlaf.coach). My experience with them was exceptional! Website Design: The website is not only visually appealing, but also user-friendly and perfectly aligned with the baby sleep theme. The navigation is intuitive and the design appeals to both parents and professionals. SEO optimization and content: In addition to the website, I also commissioned SEO optimization and copywriting. The result is impressive. Thanks to their expertise, I am now listed in the top 10 for my target search queries. The texts on the website are informative, well-written and perfectly tailored to my target group. Customer service and professionalism: Communication with the agency was always efficient and friendly. They took the time to understand my needs and requirements and implemented them perfectly. Conclusion: I can recommend this agency without reservation. If you are looking for professional web development and effective SEO optimization, this is definitely the place to go. My success speaks for itself - I am delighted! Nelli Pridanov
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5.0 Stars

Best Rated Software Development Agency in the DACH region

There are currently 96 Software Development Companies in the DACH region that have a total of 877 Top reviews - 5 out of 5 stars. Remember, these are just some of the best. You can find more Top Software Development Companies by using the sort and filter functions to see more options.

The top rated Software Development Agency in the DACH region:

Rank
Company
Rating
Reviews
Minimum Budget
Hour Rate
Size
1. SKOUZ 5.0 58 > 1,000 € - 2-10
2. Axisbits GmbH 5.0 55 > 5,000 € 50 € - 74 € 11-50
3. J&J Ideenschmiede GmbH 5.0 17 > 1,000 € 100 € - 149 € 2-10
4. Webstudio Valnovo 5.0 15 > 1,000 € 50 € - 74 € 2-10
5. Reinblau 5.0 14 > 10,000 € 100 € - 149 € 11-50

Best Rated Software Development Agency in the nearshore region

There are currently 9 Software Development Companies in the nearshore region that have a total of 205 Top reviews - 5 out of 5 stars. Remember, these are just some of the best. You can find more Top Software Development Companies by using the sort and filter functions to see more options.

The top rated Software Development Agency in the nearshore region:

Rank
Company
Rating
Reviews
Minimum Budget
Hour Rate
Size
1. Plavno 5.0 93 > 25,000 € 25 € - 49 € 51-200
2. Implex 5.0 12 > 10,000 € 25 € - 49 € 11-50
3. Qodeca 5.0 7 > 10,000 € 50 € - 74 € 51-200
4. DatBi 5.0 5 > 10,000 € 25 € - 49 € 11-50
5. Andersen Germany GmbH 4.9 266 > 10,000 € 25 € - 49 € 1,001-5,000

Software Development Companies with matching case studies

When searching for the ideal Software Development Agency, you should make sure that the respective service provider has already successfully completed and documented similar projects. You can find this proof on our platform in the form of case studies.

A case study is a detailed examination of a real project that uses digital technologies to improve business processes. It contains background information, objectives, implementation details, results and conclusions of the project. The aim is to learn from the experiences and results of the project and gain insights for similar projects.

In order to provide you with the necessary transparency, you will find top Software Development Companies with suitable case studies below.

The best Software Development Companies, sorted by the number of relevant case studies:

Rank
Company
Case Studies
Rating
Minimum Budget
Size
1. Vention 21 4.9 - 1,001-5,000
2. Globaldev 18 4.8 > 50,000 € 201-500
3. Andersen Germany GmbH 11 4.9 > 10,000 € 1,001-5,000
4. Rolique 11 4.9 > 50,000 € 51-200
5. *instinctools 9 4.8 > 10,000 € 201-500

Case Study by Vention

Altruist: Eine All-in-One-Plattform für versierte Finanzberater
  • Altruist: Eine All-in-One-Plattform für versierte Finanzberater
  • Altruist
  • Software Development

Description

Altruist is revolutionizing the RIA market with its advanced custodian that enables third-party trading execution thanks to a seamless user interface, high automation and world-class support.

Challenge

Altruist needed experienced Java developers for a self-clearing system that would ensure third-party independence and seamless system integration, which required expertise in microservices and event-driven systems. After significant rounds of funding, Altruist expanded its team with Vention developers to develop a self-clearing platform.

Solution

Our team split into groups, one of which completely redeveloped the clearing platform - including client and broker accounts, cash management and background checks. Altruist soon expanded our team threefold to link the existing infrastructure with the new platform and set up an integration suite for future clients. Automated client account transfer and technical documentation creation supported the transition and client growth.

Results

The self-clearing platform developed by Vention made Altruist the industry's first all-in-one custodian bank and increased operational efficiency and compliance through advanced tools and a middle-office app. The customized software suite opened up new revenue streams through clearing services.

Case Study by Globaldev

prio.one
  • prio.one
  • prio.one, Deutschland
  • Software Development
  • Other

Description

In 2021, Hamburg-based healthtech startup prio.one decided to build a future where women's health and well-being come first.

 

prio.one has a diverse team of digital and pharmaceutical experts, gynecologists and other physicians, data scientists and software developers across four international locations. They all work on a women-centric healthcare system, combining modern technology with gynecological expertise supported by certified physicians and licensed EU mail-order pharmacies.

Challenge

The aim of the prio.one team was to reinvent the way Europeans receive healthcare and vital medicines. That's why they wanted to create the first integrated, fully digital platform for women's reproductive health in Europe.

Solution

After a few rounds of interviews, we helped prio.one find a team that matched their specific request. Now, this team is developing a digital platform focused on women's health needs. The online service has a dedicated admin panel for doctors and a customer support system. The customized order fulfillment system is integrated with the Shopify platform and local pharmacies.

Results

Lesen Sie mehr unter diesem Link  https://globaldev.tech/case-studies/digital-platform-for-healthcare-provider 

Case Study by Andersen Germany GmbH

A logistics solution for a broad e-commerce network
  • A logistics solution for a broad e-commerce network
  • Cubyn
  • Software Development
  • Node.js

Description

Cubyn is a European fulfillment and delivery services provider that works with online retailers and provides an advanced logistics network for e-commerce companies.

Cubyn's goal was to build a leading logistics network for e-commerce companies and optimize its fulfillment capabilities. The project took place over a period of 11 months, with Andersen playing a key role in various stages of the development of the e-commerce logistics solution. This included the introduction of new features and microservice architecture, product diagnostics and troubleshooting, and requirements definition.

Challenge

Andersen's solution for Cubyn included unique tracking codes, automated item availability checks, performance analytics and extensive warehouse management capabilities. The implementation of these features resulted in reduced transit times and increased accuracy of data for Cubyn's end customers. This contributed significantly to improving service quality across the company's logistics network.

Solution

Andersen's team played a crucial role in several key aspects of the Cubyn solution. First, we were instrumental in developing new product features and designing the microservice architecture. Next, Andersen took responsibility for analyzing the product and fixing bugs, always maintaining high standards of code quality and performance. Finally, it was our responsibility to specify the technical requirements for the development of new features in more detail.

Results

App functionality

  • Using unique tracking codes that cover quantities, shipping weights, destinations and required indicators. As a result, end users of Cubyn's e-commerce logistics solution are able to keep a close eye on their shipments through a single, effective platform. This allows them to optimize their logistics operations as automatic tracking updates, comprehensive insights and shipment histories are available.
  • Automatic item availability checks combined with automatic fulfillment process initiatives immediately after orders are created by stores or marketplaces. The logistics solution provided is able to compile, pack and ship orders in collaboration with the most suitable logistics partner. The algorithm predicts the best possible delivery options for each destination.
  • Performance analysis, which includes the number of orders placed, the number and frequency of purchases per customer, time differences between orders and deliveries and delivery costs. Therefore, the platform provides its users with a clear and easy-to-understand overview of their spend and allows them to forecast their future costs.
  • Extensive inventory management capabilities of this solution, including full visibility and control of every shipment, advanced order fulfillment capabilities, real-time inventory monitoring with notifications when users need to reorder shipments.

Case Study by Rolique

Top Swedish online food retailer
  • Top Swedish online food retailer
  • Matsmart
  • Software Development
  • jQuery, Other

Description

Matsmart sells surplus food online that would have been thrown away due to packaging changes, short expiry dates, or other reasons. In 2017, Matsmart saved tonnes of food from going to waste. The company's headquarters are in Stockholm, Sweden. They also operate in the European Union.

Challenge

  • Improve website performance
  • Optimize the checkout page
  • Connect a new language and currency due to expanding a business internationally
  • Convert current prices
  • Integrate CRM
  • Integrate the global system with the warehouse system
  • Set up invoice generation

Solution

1. Website speed and performance improvement 

The site had thousands of products and different coupon and discount options. The checkout page had complex logic with coupons and discounts, which applied differently to each item. Also, the system had to make calculations according to a limit to the products in the shopping cart. All this affected the site speed.  

We optimized and improved the functionality of the checkout page. We optimized both the backend code (using PHP and Drupal) and the database. Additionally, we improved the overall website performance to handle a large influx of users. 

2. International expansion

The client expanded their business to Norway, so we created a new language version for their website. We added a new currency and integrated it with the CRM system. We synchronized their products with the new system and converted the prices from the Swedish króna to the Norwegian krone.

We wrote a function that automatically converted the prices on the site due to the current exchange rate. We also integrated the Norwegian payment system and added new functionality.

3. Warehouse checking

We integrated the warehouse system, which allowed checking the availability of goods in several warehouses, and developed and integrated a functional module for delivery.

4. Invoice generation

We set up the generation of invoices through the admin panel using the CRM data. We also designed, tested, and implemented a Restful API, allowing the retrieval of product and order information.

5. Knapsack problem

Items from one order are often stored in different warehouses and must be sent separately. We implemented a service with a built-in algorithm and API to optimize the process. All that is needed is to send a request with the order information: the number and sizes of goods, the warehouses' addresses, and available packages. API calculates how to send the order most optimally.

Results

  1. We improved overall site performance due to the optimization of backend code and databases.
  2. Our developers created a new country-specific site version. We added price conversion to local currency and integrated the local payment systems.
  3. We have optimized the operation of the checkout page, particularly the shopping cart loading speed and calculation of all possible bonuses, discounts, and coupons.
  4. We implemented integration with the warehouse system. It allows our client to track the number of goods and their availability. We also integrated the warehouse system into a functional module for delivery. 
  5. We developed the Restful API. It allows site visitors to receive information about products and create orders.
  6. We have optimized the process of sending orders from multiple warehouses.

Case Study by *instinctools

Recommendation System For a Streaming Service Provider
  • Recommendation System For a Streaming Service Provider
  • Software Development

Description

How taking personalization to the next level by introducing an ML-powered recommendation engine allowed a European streaming provider to upsurge the number of their premium subscribers by a third in just six months. 

Challenge

Our customer understood that the only way to make their subscribers keep using the service is to whip up their interest by offering the content which appeals specifically to them. As quality and taste are barely the same things, one-size-fits-all recommendation services seemed useless and even harmful – a couple of mistakes are enough to lose a subscriber. That’s why it was decided to create a system that would provide users with recommendations tailored to each individual.

Solution

*instinctools team has developed a system that learns from its users. It processes users’ data, for instance, the genre of a program a user is watching and adapts recommendations to his or her contemporary viewing habits. 

An ML model identifies viewers’ preferences, using the statistics of their content consumption. It is based on particular algorithms – sets of databased instructions – that tell the service which content to offer. 

We’ve also applied a collaborative filtering mechanism to our solution. It means that each viewer fits into certain taste groups, which are identified by plenty of factors coming together (the number of views, genre peculiarities, etc.), and this influences what recommendations are displayed. If a user’s viewing patterns are similar to another user, the system will give recommendations based on the behavior of that other user as well.

Results

The problem of choosing what to watch is no longer relevant. The system that we’ve made can sustain not only users’ current interests but also the evolution of their tastes. The trick is that now the viewers can find captivating shows that they might not have initially thought of watching. As long as there’s no chance for the users to get bored they’ll hardly stop binging and cancel the subscription. Furthermore, the number of subscribers is constantly increasing as people want to pay for TV-shows and movies that ‘fit in’ their vision of great content and not waste money – not to say time – on something that doesn’t.

Read more > https://www.instinctools.com/success-stories/recommendation-system-for-a-streaming-service-provider/ 

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