Codete Portfolio | Case Study: Document Management Tool

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<p>The project’s goal was to develop a backend tool able to recognize text formatted as a PDF table to allow the automated processing of data contained in PDF files. The tool would convert a PDF into CSV or other formats that could be parsed by analytics tools used by our client to generate valuable insights from available data.</p><p>PDF is one of the most popular formats for reports today thanks to its guarantee of compatibility across different applications. One of our experienced software engineers was designated to help the company boost its analytics capabilities and beat the competition. Our developer analyzed the problem and delivered a proof of concept (POC) to be added to our client’s analytics solution.</p>

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<p>B4 Investigate, as a fintech company, focuses on increasing IT awareness through proprietary technology and methods, as well as conducting training on financial harm and fraud detection. The company chose to take another step forward and broaden its offering with a unique, highly-specialized web platform (SaaS – System as a Service) after successfully giving financial fraud detection help to its customers through a desktop program.</p><p>This application will help business owners in locating evidence of criminal activity within their businesses. It will also be accessible immediately via a web browser. B4 Investigate sought Codete's assistance in developing the web solution that will aid in the detection of frauds.</p><p>&nbsp;</p>

<p>After successfully delivering financial fraud detection support to their customers thanks to a desktop application, B4 Investigate decided to take one more step forward and expand its offer with a unique, highly-specialized online platform (SaaS – System as a Service). This tool will help the companies’ owners find traces of crime in the activities within their organizations. It will also be available directly in the internet browser.</p><p>To build the online solution that will help detect frauds, B4 Investigate asked Codete for support in the whole process of creation. Our experts were asked to assemble a scalable tool based on modern technologies so that the original version of the B4 Investigate software could be transferred to the cloud. After our idea of the solution was accepted, we invited the client to take part in a workshop dedicated to:</p><div class="raw-html-embed"><ul>
<li>getting to know B4 Investigate business better,</li>
<li>describing product backlog,</li>
<li>pointing out the optimal solutions.</li></ul></div><p><i>“B4 Investigate and the myB4.ai platform are created to resolve financial damage. We have skills in data science and using data to detect the patterns, but we didn't have the skills to develop the platform to make this accessible to everyone around the globe.” – John Wallhoff, Chief Data Architect &amp; CEO, B4 Investigate AB</i></p><p>Cooperation with Codete let B4 Investigate enter a new market and grow steadily, combining it with the development of the modern version of their project.</p><p>&nbsp;</p><div class="raw-html-embed"><h3>Custom platform development – improving the security level</h3></div><p>To put these plans into effect, B4 Investigate was looking for a trusted partner in the third quarter of 2021. After analyzing Codete’s proposal and taking part in the series of workshops, the company decided to start the official collaboration that resulted in planning the creation of a B4 PreCrime Cloud platform. This tool is dedicated to the integration of the currently existing desktop product with actual analytics applications via Open Database Connectivity (ODBC) connectors and data transfer using different file formats.</p><p>Resultantly, we have agreed to support B4 Investigate in creating a B4 PreCrime Cloud platform from the technical side, so that it can be accessed by the subscribers for detecting potential financial damage. Designed from the original version of the desktop application, B4 PreCrime Cloud consists of an analytics application developed in the software Arbutus Analyzer with templates in Excel and Word format. All data is stored on-premises and B4 Investigate keeps track of key information about subscribers.</p><p>The future plans of Codete and B4 Investigate cooperation are divided into two phases:</p><div class="raw-html-embed"><ul>
<li>phase 1 is planned for 4 to 6 months and it involves supporting MVP development,</li>
<li>scope of phase 2 will be discussed soon.</li>
</ul></div>

Codete Portfolio | Case Study: B4 Investigate

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Codete’s specialists in software development assist B4 Investigate in creating and developing a SaaS platform for financial fraud detection, starting with a Minimum Viable Product (MVP)

<p>B4 Investigate was looking for an experienced and skilled team of IT professionals who are ready to focus on several different online platform-building aspects. As a result, we offered them a solution that will let the users check three radars to gain an answer to the crucial question: “Does my business activity show any signs of financial damage?”.&nbsp;</p><p>Our role was to prepare and conduct several days of workshops that let us suggest the optimal technological stack and a scalable infrastructure together with timed calculations. That combination was crucial for figuring out the range of works developed during the workshop. As a result, in response to the B4 Investigate request, Codete set up a team of experts including two engineers, one tester, and a project manager, responsible for delivering the described solution. A team that has expanded with an additional engineer.&nbsp; The whole process took place in constant cooperation with the client.</p><p><i>“When we approached Codete, one of the key things was doing a workshop to assess the desires and needs we have to create this platform. That was a workshop of three steps, we actually walked through all of the iterative processes and functionalities that we needed to have in place.” – John Wallhoff, Chief Data Architect &amp; CEO, B4 Investigate AB</i></p><p>The first version of the application (MVP) is already created by our developers using the Heroku platform, and all the basic functionalities are built and implemented. Currently, we’re working on myB4 development, already planning the following steps and fine-tuning our specialists’ team to meet our client’s expectations.</p><p>All the processes are ongoing.</p>

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B4 Investigate

Custom Fintech Solutions: Design & Software Development

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We always build products based on thorough preliminary research, focusing on understanding our client’s business goals and the characteristics of their market. This is critical to successful fintech software development that meets both our partners’ and their customers’ expectations. With our already accumulated knowledge of the financial sector and your invaluable insights, combined with our technical expertise, we are fully equipped to deliver your next software solution for managing investments, insurance, loans... and beyond.

Codete’s fintech software development services portfolio includes many innovative projects. For example, we have been involved in the development of software for professional stock investors that allows the study of correlations between factors by examining the relationships between markets and stock price fluctuations. We have also participated in the development of a web and mobile application for anyone who owns or wants to own an investment portfolio. The app handles all the processes of portfolio management online. From creating your investment portfolio based on individual mutual funds, exchange-traded funds, or stocks, to analyzing and monitoring risks and returns – and much more.

We offer fintech software development services ranging from IT consulting to custom software development to bolstering our clients’ teams with dedicated software developers who understand frontend, backend, and mobile technologies and frameworks. We also have QA and DevOps engineers on board, as well as machine learning and data science experts. If you’re ready for your new fintech project, get in touch with us – and we’ll create a custom software service package for your business.

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For more than a decade, we have been supporting financial companies of all sizes with our IT expertise and bespoke fintech software development. Our agile teams, consisting of experienced professionals who are always on top of the latest disruptive technological innovations, are the perfect choice for any fintech startup or scaleup to efforts to disrupt the market. At the same time, financial institutions and larger companies may be interested in our fintech “building blocks” – easily deployable platforms built by our dedicated software developers that are suitable for any company that would rather build their next financial product in-house than buy it.

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Codete’s fintech software development expertise relies on a strong team of specialists who not only understand trending programming languages and frameworks, but also big data, machine learning, and distributed computing. We approach each of our clients and their business goals individually, but for most of our fintech projects, we use Java for backend development, React.js and React Native for frontend development, and open-source Jupyter (which often proves more powerful than Python or R) for data science.

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We do our best to deliver high-performance software that provides an exceptional user experience but also a rock-solid sense of safety. Our fintech software development services meet the highest security standards to ensure the safe handling of all sensitive information – be it personal, corporate, financial, mortgage, or trading data. In addition, our solutions are proven to fully integrate with the rest of our clients’ architecture.

A backend tool for extracting useful information from available data by enabling automated processing 
of data contained in PDF files

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<p>The solution developed by our engineer consists of two components. The first one converts PDF files into a binary format that can be processed by a backend programming language. The second one uses a host of different criteria to identify and parse tables. Our developer equipped the solution with powerful machine learning capabilities that enable dealing with complex cases – for example, reports featuring multiple images and tables.</p>

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<p>We partnered with Deloitte on their spin-off project for an automotive industry leader, BMW. Our Research &amp; Development team worked closely with both companies, sharing our expertise in data analytics, data processing, and data architecture.</p><p>The project aimed to track brand new BMW vehicles as they travel from factories to dealerships and monitor their condition to ensure their safe and timely arrival. We needed to design an effective solution for monitoring BMW vehicles around the world so that the company could respond quickly to suspicious events. We also had to find a way to analyze the delivery processes for each car model and series.</p>

Codete Portfolio | Case Study: BMW/Deloitte

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<p>Codete was involved in cooperation with Deloitte on a spin-off project for the automotive industry leader. The goal of the project was to track BMW vehicles on their way from the factory to the car dealers.</p><p>&nbsp;</p><div class="raw-html-embed"><h3>Data and analytics consulting services</h3></div><p>The project required expert knowledge in a very specific tech-stack, including a scientific approach to data architecture and analysis. Our internal R&amp;D department worked closely together with BMW on the client's side and Deloitte as our partner in the project.</p>

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An R&D project to process data based on real-time tracking of a set of vehicles as they travel from the manufacturer to the dealership

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<p>Each car sends frequent messages with its current position and state of its sensors. This data needs to be matched with the detailed information about the vehicle, which is stored in another system. The number of incoming messages is planned to be very high, so all the processing is done within a distributed architecture, using state-of-the-art big data tools.</p>

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 BMW/Deloitte

Big Data Technologies & Data Science for Your Digital Growth

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Over the years in the market, we have provided big data consulting services to companies of all sizes and from many business verticals. We have experience working on big data analytics and data quality management for e-commerce platforms, marketing, and advertising agencies, automotive companies, and fintech startups – among others. Our solutions provide a comprehensive toolbox for creating data pipelines that connect a wide range of data storehouses and cloud-based applications. As a standard, they offer on-premises and cloud-based analytics technologies, as well as integration platforms and streaming analytics to handle data as it arrives.

Every business is different, but all are surrounded by massive amounts of data. We know that big data services and solutions deliver the best results when they are tailored to a company's unique needs. Before implementing a data management solution, we take the time to thoroughly analyze and understand our clients’ business model. Only by looking at things from both our and our client’s perspectives, we can see the project from a 360° perspective and develop the right analytics for big data to achieve the desired business goals. 

One of the biggest benefits of having Codete as your data science consultant is that we can help you optimize your business model and become a pioneer in digital transformation. With our battle-tested solutions for identifying data benefits and designing and analyzing pipelines, our data scientists can explore your core data and create tools that meet your expectations. Our teams handle the design and implementation of data monitoring tools and databases, as well as solving challenges related to data storage, indexing, linking, and querying big data when necessary.

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No analytics for big data can be 100% successful without a good understanding of the data sources, the information itself, and why it is important to the company’s business operations. Once the problem is clearly defined and an appropriate approach is taken, we can clean the data – finding duplicate records, cleaning up incorrect values, and correcting missing values and outliers.

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Codete’s data pipeline design services focus on developing cost-effective and user-friendly data management tools to extract meaningful information from collected data. Our data consultants identify big data opportunities for our clients, and then perform various analytical tasks at three basic levels: prescriptive, predictive, and operational. As a result, our clients receive an appropriate toolset, as well as recommendations for optimization or prevention, insights into potential operational risks and outages, and dashboards for real-time monitoring of their data. 

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We believe that competitive advantage comes at the intersection of business, data, technology, and people. We work closely with our partners and connect with them daily to stay woven into their data processes and unlock their full potential. Our talented teams of data scientists, machine learning experts, software engineers, and IT consultants have the expertise it takes to design and implement top-quality analytics for big data tailored to help your business thrive in the digital age. We can guide you all the way to becoming a truly data-driven business.

<p>As a leading online store for furniture and home accessories, Home24 serves thousands of customers in seven European countries. We helped the e-commerce giant optimize its technology stack and provided backend, frontend, and mobile support.&nbsp;</p><p>The complementary skills of our three dedicated software development teams provide a broad spectrum of support. Our developers were – and to some extent still are – responsible for key elements in the client’s technology process. We have already helped Home24 develop an automated testing platform for the backend, and we continue to support them in the frontend and mobile technology processes.</p>

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<p>Home24 is one of the largest e-commerce ventures in Europe and requires high flexibility, accessibility, and innovation in its tech stack and software architecture. We provided the company with three dedicated teams: backend, frontend, and mobile. Their complementary competencies ensure a broad spectrum of support. Our developers were and, in some cases, still are responsible for the key elements in our client’s technological process. We helped Home24 develop a backend automated testing platform and continue to assist the company in its frontend and mobile technology processes.</p>

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We helped the e-commerce giant develop a backend automated testing platform and continue to assist the company in its frontend and mobile technology processes

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<div class="raw-html-embed"><h3>Backend development: Improving software testing</h3></div><p>The client needed to create a backend platform for test automation that would enable, facilitate and speed up their automated testing. The company’s e-commerce platform features a vast number of articles, payments processing pages, product types, and numerous layouts – all of which made testing very challenging.&nbsp;</p><p>We provided Home24 with a dedicated team of software developers who performed the initial research and suggested a tool for automatic acceptance tests – Codeception. The team then proceeded with the development of a custom backend testing system for running automated tests. We discovered and solved a problem that emerged in script development and parallel test performance, all the while keeping resource access under control. The new platform empowers developers to deliver new tests quickly and has greatly increased code coverage.</p><p>&nbsp;</p><div class="raw-html-embed"><h3>Frontend development: Feature-driven development</h3></div><p>A team composed of two skilled frontend developers is responsible for creating Home24’s frontend components using the latest technologies. So far, the team has been involved in building a platform that delivers React components. The service is developed in Node.js, based on the Serverless framework. Our engineers have participated in a two-week-long onboarding process at the client’s headquarters in Berlin, as we offer the opportunity to work onsite with the client. In the future, we plan to expand the Home24 dedicated development team and scale it to meet all of our client’s needs.</p><p>&nbsp;</p><div class="raw-html-embed"><h3>Mobile development: Introducing emerging technologies</h3></div><p>Our team of mobile developers was initially involved in completing the rewrite of Home24’s mobile application to Swift. Following its publication, we were responsible for support, building new functionalities, and eliminating legacy code. We cleared the majority of dependencies and covered most of the code with unit tests. We successfully automated most of the processes using Fastlane, and integrated them with the App Center, building Continuous Integration and Continuous Delivery pipelines. The Codete dedicated mobile team now aims to modularize our partner’s mobile applications and create a coherent system of components for building new functionalities – for example, for displaying furniture models with augmented reality (AR).</p>

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 Home24

Custom App Development Services: Frontend, Backend & Mobile

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Our comprehensive mobile app development process services works for companies of all sizes operating in any industry. We develop applications for both internal use and to be released in the market. Each web development project is tailored to the unique requirements of our clients, and our team guarantees to deliver a bespoke software service package every time. Whether it’s building a CRM system or a mobile ride-sharing application, we have the proven process and know-how for transforming every business vertical.

Our frontend developers and backend developers know what it takes to deliver a successful application, whether it’s for web, mobile, or desktop. When you decide to partner with us, we’re going to carefully examine your target audience, analyze your business needs, and develop a list of key requirements of your application. The next step is discussing the scope of features and picking the right technology stack to support your software development project. Finally, we develop a product roadmap and start working on your solution.

Our frontend, backend, and mobile app developers can share their know-how with your team as dedicated specialists or external consultants. We have many years of experience in successfully cooperating on remote web development / mobile app development projects with clients from across the globe. Thanks to our proven process, agile approach, and experience working across different industries, we deliver value right from the start and lead the development process towards success.

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We have many years of experience in selecting the best technological stack for backend architectures and the frontend development of your app, whether it's Android, iOS, or a web browser. To achieve that, our backend development services usually focus on preparing a dataflow design, a prototype, and all the other key backend components. We can support your application with modern cloud-native solutions, specialized tools for communication between databases, expert underlying infrastructure, and robust security components. All of that is captured in an intuitive management environment.

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To ensure the high quality of all the products we build, our teams follow industry best practices in desktop, mobile, and web development. We always start by constructing detailed roadmaps for software delivery and share them with our clients to make sure that they know what is going to happen during each stage of the process. We take ownership of building web and mobile applications throughout their life cycle – from analysis and design to development, maintenance, and potential expansion.

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Your product needs to deliver a great experience to your users, no matter if your backend / frontend web development team is at work or not. Apart from IT consulting and software development, we offer full product support services designed to assist you on the path to success. Depending on your requirements, our support specialists can provide you with comprehensive care, regular maintenance, or ad hoc assistance. Modern technologies allow our teams to easily monitor the system status of your applications 24/7 and quickly detect, diagnose, and fix any issues in your software remotely.

Document Management Tool

Technology

Industry

Machine learning-powered text recognition
tool for smooth document processing

Challenge:Unlock and extract data from PDFs

Solution:Convert PDF files into structured data

Fintech projects

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