Generated by All in One SEO v4.9.3, this is an llms.txt file, used by LLMs to index the site. # 10 Senses ## Sitemaps - [XML Sitemap](https://10senses.com/sitemap.xml): Contains all public & indexable URLs for this website. ## Posts - [4 lessons learned from AI Governance projects](https://10senses.com/uncategorized/4-lessons-learned-from-ai-governance-projects/) - Since a while, we have been involved in AI Governance initiatives for Polish financial institutions. We are a member of a larger project team and at 10 Senses, our role in these projects has been primarily around technical aspects of AI Governance. This work focuses on what the AI Act describes under Article 17: the Quality Management System for high-risk AI systems. In this article, we would like to - [Data Governance Maturity in Polish Companies - DAMA Poland Survey](https://10senses.com/uncategorized/data-governance-maturity-survey/) - The rationale behind the studyThere is a surprisingly simple problem: we do not really know enough about how data is used in the Polish economy.There are, of course, some publications available. You can find reports, white papers, market commentaries, and occasional analyses. But many of them are produced by companies with a commercial agenda. Their - [Are Good AI Practices Enough for AI Act?](https://10senses.com/uncategorized/are-good-ai-practices-enough-for-ai-act/) - AI Act RegulationThe emergence of the AI Act in August 2024 marked a turning point for the market using artificial intelligence. The regulation is already formally in force, and its key requirements are expected to start applying from August 2026—although there is increasing discussion today about a possible postponement of full enforcement, potentially until December - [Reasoning in AI: how artificial intelligence learns to think step by step](https://10senses.com/blog/reasoning-in-ai-how-artificial-intelligence-learns-to-think-step-by-step/) - Learn how AI develops reasoning, solving problems step by step and advancing from simple answers to human-like thinking. - [Deep dive into the Model Context Protocol](https://10senses.com/blog/deep-dive-into-the-model-context-protocol/) - Discover the Model Context Protocol (MCP): its origin, definition, architecture, uses and benefits for advancing AI assistants. - [Why AI programming is important](https://10senses.com/blog/why-ai-programming-is-important/) - AI is transforming industries, but proper programming is key to performance and scalability. Businesses must invest AI solutions to stay ahead. - [Choosing the best approach for AI app development](https://10senses.com/blog/choosing-the-best-approach-for-ai-app-development/) - Optimize AI development with 10 Senses approach by balancing cost, time, and customization for maximum efficiency. Discover our AI solutions today! - [Why is Business Intelligence important for companies? ](https://10senses.com/blog/why-is-business-intelligence-important-for-companies/) - Why is Business Intelligence important is a question that has been flowing around for the past few years. As the Greek philosopher Heraclitus once said – the only constant is change. This has never been truer than nowadays. The world is moving fast and so are businesses to stay afloat. Nonetheless, to gain competitive advantage - [What is Data Engineering?](https://10senses.com/blog/what-is-data-engineering/) - Data is everywhere, and everything is data. You may not even realize this, but every single day there are massive amounts of data generated just around you. Right from your smartphone, social media profiles, your Teams meetings, to your Wi-Fi connected fridge that lets you know that you are out of milk. The data generated - [Data maturity for process mining](https://10senses.com/blog/data-maturity-for-process-mining/) - One of the distinctive features of process mining is that it is based on collected data. We don’t rely on ideas about a process, or solely on our expertise. With automatic process discovery at hand, we don’t have to model and draw anything manually. This work is being done by algorithms which are behind detecting - [Data Engineering vs Data Science – what is the difference? ](https://10senses.com/blog/data-engineering-vs-data-science-what-is-the-difference/) - These days, the amount of data generated worldwide is growing at an accelerated pace. It is estimated that the volume of data generated, consumed, copied and stored will reach more than 180 zettabytes by 2025*. No matter how big or small businesses are, data is of utmost importance and can help them succeed and outperform - [History of Business Intelligence ](https://10senses.com/blog/history-of-business-intelligence/) - Historically availability and access to data was a significant issue. These days, we produce such a massive amount of data, that the current problem is what to do with this data and how to use it to gain valuable insights for businesses. The Business Intelligence (BI) concept has progressed enormously over time due to the - [Top 5 Business Intelligence conferences you should attend in 2023](https://10senses.com/blog/top-5-business-intelligence-conferences-you-should-attend-in-2023/) - Business Intelligence conferences you should attend in 2023 is a list of BI conferences for technical and non-technical business users - [5 Business Intelligence use cases for organizations ](https://10senses.com/blog/5-business-intelligence-use-cases-for-organizations/) - Business Intelligence use cases for organizations is 5 examples of BI tools implementation that help increasing company performance - [Dataflow vs. Datamart - when to use them to enhance your Power BI solutions?](https://10senses.com/blog/dataflow-vs-datamart-when-to-use-them-to-enhance-your-power-bi-solutions/) - Dataflow vs. Datamart vs. Dataset - what are they when to use each of these Power BI entities to enhance your Power BI solutions - [Why should you attend BI Trends Day 2023?](https://10senses.com/blog/why-should-you-attend-bi-trends-day-2023/) - BI Trends Day 2023 is a Business Intelligence and Power BI conference that will familiarize you with the leading Business Intelligence trends - [What is the ROI of Business Intelligence?](https://10senses.com/blog/what-is-the-roi-of-business-intelligence/) - What is the ROI of Business Intelligence or how to calculate return on investment of BI solutions - check our step-by-step guide - [How to do Power BI testing and why you should never skip this in BI projects?](https://10senses.com/blog/how-to-do-power-bi-testing-and-why-you-should-never-skip-this-in-bi-projects/) - Power BI testing is an important element of BI reports and dashboards projects. Read on to check how to perform testing most efficiently - [Azure Synapse vs Azure Data Factory vs Power BI dataflows – what are the similarities and differences? ](https://10senses.com/blog/azure-synapse-vs-azure-data-factory-vs-power-bi-dataflows-what-are-the-similarities-and-differences/) - Data Engineers may use multiple tools for data transformation activities. In this article we will focus on Microsoft stack dataflows. We will then discover similarities and differences between dataflows in Azure Synapse, Azure Data Factory, and Power BI. Table of contents: What is Azure Data Factory, What is Azure Synapse, What are Power BI dataflows, What are - [What is process mining?](https://10senses.com/blog/what-is-process-mining/) - What is process mining? Process mining saves money Process mining is an analytical technique that is gaining more and more popularity. It enables the achievement of large cost savings by identifying areas of improvement in the functioning of processes. Process efficiency is important especially for large enterprises, which is why many optimisation initiatives are undertaken - [Power BI new features in Service, Mobile & Paginated reports in 2023 part 1](https://10senses.com/blog/power-bi-new-features-in-service-mobile-paginated-reports-january-february-march-april-2023/) - Power BI new features in Service, Mobile & Paginated reports is an overview of new features in Power BI Service, Mobile and reports - [What is unit testing and when to use it in Data Science and Data Engineering?](https://10senses.com/blog/what-is-unit-testing-and-when-to-use-it-in-data-science-and-data-engineering/) - What is unit testing and when to use it in Data Science and Data Engineering - let's check if unit tests are necessary or a waste of time - [Technology stack for cutting-edge AI applications](https://10senses.com/blog/technology-stack-for-cutting-edge-ai-applications/) - Discover how AI-powered applications are transforming industries and why the right technology stack is key to efficiency and user-friendly design. - [Power BI testing automation with DAX studio – automated testing of Power BI reports use case](https://10senses.com/blog/power-bi-testing-automation-with-dax-studio-automated-testing-of-power-bi-reports-use-case/) - Power BI testing automation with DAX studio presents how to easily automate Power BI testing using open-source and free DAX studio - [Power BI features update in Reporting, Modeling & Analytics in 2023 part 1](https://10senses.com/blog/latest-power-bi-features-update-in-reporting-modeling-analytics-in-20230-part-1/) - If you work in Power BI on daily basis or work with Business Intelligence projects with other data visualization tools, you should follow the Power BI features update summary update Microsoft releases each month. Keeping up with the latest Power BI features update is important to: enhance your Power BI reports and Power BI dashboards,make - [Polish Process Mining Day 2023 - a conference centered around modern process analytics](https://10senses.com/blog/polish-process-mining-day-2023-a-conference-centered-around-modern-process-analytics/) - Process Mining Day 2023 - a conference centered around modern process analytics featured by industry leaders. - [eXplainable AI Day 2024 - the conference focused on explaining and understanding decisions made by AI](https://10senses.com/blog/explainable-ai-day-2024-the-conference-entirely-focused-on-explaining-and-understanding-decisions-made-by-ai/) - eXplainable AI Day 2024 - explaining and understanding decisions made by artificial intelligence. The first and unique conference in Poland. - [Strategic partnership with EDISONDA aimed at developing next-gen AI apps](https://10senses.com/blog/strategic-partnership-with-edisonda/) - We’re shaping AI’s future with user-focused solutions! Partnering with EDISONDA, we’ll merge AI and UX expertise to deliver exceptional value. - [Boost sales and customer satisfaction with an advanced AI market intelligence tool](https://10senses.com/blog/boost-sales-and-customer-satisfaction-with-an-advanced-ai-market-intelligence-tool/) - Discover how AI extractors tackle key challenges, analyze real-time feedback and revolutionize customer interactions for e-commerce and contact centers. - [The power of AI market intelligence for enhanced customer insights](https://10senses.com/blog/the-power-of-ai-market-intelligence-for-enhanced-customer-insights/) - Discover how AI extractors transform customer feedback into actionable insights, saving time and driving smarter decisions across industries. - [How to improve UX in AI, part 3: Integrations and Documentation](https://10senses.com/blog/how-to-improve-ux-in-ai-part-3-integrations-and-documentation/) - The article explores improving UX in AI through better integrations and documentation, continuing the series on User Experience in AI. - [How to improve UX in AI, part 2: Standardized Actions](https://10senses.com/blog/how-to-improve-ux-in-ai-part-2-standardized-actions/) - While UX in AI is gaining attention, it still lacks the spotlight it deserves. This article, the second in a series, focuses on standardized actions for improving AI UX. - [How to improve UX in AI, part 1: Focusing on Search](https://10senses.com/blog/how-to-improve-ux-in-ai-part-1-focusing-on-search/) - Enhancing UX in Artificial Intelligence: A Guide to Improvement, Focusing on Improving Search Functionality for a Better User Experience. - [Power BI new features in Modeling and Service in 2024, part 1](https://10senses.com/blog/power-bi-new-features-in-modeling-and-service-in-2024-part-1/) - A condensed overview of the key new modeling and service features in Power BI introduced from late 2023 until the end of April 2024. - [Power BI new features in reporting in 2024, part 1](https://10senses.com/blog/power-bi-new-features-in-reporting-in-2024-part-1/) - Power BI regularly upgrades its reporting capabilities with new features and updates to ensure users have access to the most advanced tools. - [AI for Industry: a conference focused on AI in the industrial sector](https://10senses.com/blog/ai-for-industry-a-conference-focused-on-ai-in-the-industrial-sector/) - We invite you to participate in our conference focused on the application of artificial intelligence (AI) in Industry and production. - [It was great to see you all at the eXplainable AI Day 2024](https://10senses.com/blog/it-was-great-to-see-you-all-at-the-explainable-ai-day/) - It was a pleasure to have you actively participating during eXplainable AI Day 2024. A lot of work has been done to prepare the conference to stand out as a premier event in AI, and we are pleased with the result. - [Why you should use process mining](https://10senses.com/blog/why-you-should-use-process-mining/) - Currently, we can find many articles in the media about artificial intelligence, industry 4.0 or 5G technology. Thus, it is difficult to overlook the importance of data for the modern economy. However, process mining still does not receive sufficient attention. It may seem surprising, but often even specialists working with data on a daily basis - [Top Business Intelligence Trends 2023](https://10senses.com/blog/top-business-intelligence-trends-2023/) - As we gear up for 2023, new business intelligence trends and technologies emerge that promise to transform the way we leverage data for decision-making, In this article, I'll take you on a deep dive into the top Business Intelligence trends that are shaping the landscape. - [What is Microsoft Fabric and how will it revolutionize the data world?](https://10senses.com/blog/what-is-microsoft-fabric-and-how-will-it-revolutionize-the-data-world/) - The Microsoft Fabric announcement by Microsoft has reverberated around the world of data analytics, data engineering, and data science. You can read what is the difference between Data Engineering and Data Science here. The tool is already available in public preview mode. Microsoft promises that it will “reshape how everyone accesses, manages, and acts on - [Structured vs Semi-structured vs Unstructured data](https://10senses.com/blog/structured-vs-semi-structured-vs-unstructured-data/) - Structured vs Semi-structured vs Unstructured data - difference between Structured, Semi-structured and Unstructured data with examples - [What is Microsoft Copilot, and how to use Copilot in Power BI?](https://10senses.com/blog/what-is-microsoft-copilot-and-how-to-use-copilot-in-power-bi/) - Microsoft Copilot in Power BI, how to use Copilot in Power BI and how it will empower users to create reports and get actionable insights - [New Power BI features in Reporting, Modeling & Developer in 2023, part 2](https://10senses.com/blog/new-power-bi-features-in-reporting-modeling-developer-in-2023-part-2/) - New Power BI features in Reporting, Modeling, Developer is a condensed overview of recent improvements to Power BI for 2nd quarter 2023 - [Power BI update of features in Service, Paginated reports, Mobile, and Embedded in 2023, Part 2](https://10senses.com/blog/power-bi-update-of-features-in-service-paginated-reports-mobile-and-embedded-in-2023-part-2/) - Power BI update of features in Power BI Service, Paginated reports, Mobile, and Embedded is an overview of new options in 2nd quarter of 2023 - [Introduction to Explainable AI (Explainable Artificial Intelligence or XAI)](https://10senses.com/blog/introduction-to-explainable-ai-explainable-artificial-intelligence-or-xai/) - Explainable AI (Explainable Artificial Intelligence or XAI) is an emerging domain that provides explanations for AI systems and models - [Why do we need Explainable AI?](https://10senses.com/blog/why-do-we-need-explainable-ai/) - Why do we need Explainable AI (XAI) are AI explainability benefits that can help companies to create trustworthy and responsible AI solutions - [Why Git integration with Power BI is such a big thing](https://10senses.com/blog/why-git-integration-with-power-bi-is-such-a-big-thing/) - Git integration with Power BI has been long awaited and it has finally gone live. Find out how to enable Git with Power BI and why you should - [Microsoft Fabric new features](https://10senses.com/blog/microsoft-fabric-new-features/) - Microsoft Fabric new features is an overview of improvements of Microsoft Fabric components added in July based on users' feedback - [What is Microsoft Fabric Data Activator and why you should use it](https://10senses.com/uncategorized/what-is-microsoft-fabric-data-activator-and-why-you-should-use-it/) - Microsoft Fabric Data Activator is a brand-new event-data trigger no-code tool Microsoft Fabric that monitors, detects patterns, and act - [Power BI updates in Reporting, Modeling, and Developer in 2023, part 3](https://10senses.com/blog/power-bi-updates-in-reporting-modeling-and-developer-in-2023-part-3/) - Microsoft Power BI is a suite of business analytics tools that is currently is a business intelligence (BI) market leader. It equips organizations and users worldwide with powerful analytics tools to analyze data and share insights with key stakeholders. Although Power BI already has numerous powerful features, Microsoft enhances Power BI with new features on - [Latest Power BI updates in Service and Mobile in 2023, part 3](https://10senses.com/blog/latest-power-bi-updates-in-service-and-mobile-in-2023-part-3/) - Latest Power BI updates in Service and Mobile is a summary of new features in Power BI that were added in the last three months - [What is the EU AI Act regulation, and when will it come into force](https://10senses.com/blog/what-is-the-eu-ai-act-regulation-and-when-will-it-come-into-force/) - Artificial Intelligence (AI) has been sparking discussions worldwide for a few years now. It has positioned itself at the crossroads of innovation and ethical dilemmas. The end of 2022 and 2023 have been full of AI topics due to the rise in generative AI systems. OpenAI released ChatGPT in November 2022; in 2023, Google launched - [How to be compliant with the AI Act?](https://10senses.com/blog/how-to-be-compliant-with-the-ai-act/) - How to be compliant with the AI Act is an AI Act summary which should serve as guide on AI Act compliance for companies leveraging AI systems - [Top 5 AI Governance software](https://10senses.com/blog/top-5-ai-governance-software/) - AI governance software is a list of AI governance tools helping firms to develop AI technologies ethically and in compliance with the law - [What AI Governance tools can't do - limitations of AI Governance software](https://10senses.com/blog/what-ai-governance-tools-cant-do-limitations-of-ai-governance-software/) - What AI Governance tools can't do describe limitations of AI Governance software which is getting more and more popular with the EU AI Act - [Power BI Datamart updates 2023 part 1](https://10senses.com/blog/power-bi-datamart-updates-2023-part-1/) - The year 2023 has started with the announcements a few exciting improvements to the Power BI ecosystem and Power BI architecture. There were already announced a few important Power BI Datamart updates, which is already a public preview feature in Power BI Premium. As we stated in Top Business Intelligence for 2023, a separate semantic ## Pages - [Home](https://10senses.com/) - Get insights from your data with an unparalleled data team We do Data Engineering, Business Intelligence, Machine Learning and Process Mining See what we can do for you We support your data efforts Data Engineering Fuel your organisation with valuable data. To achieve that we will build effective datapipelines with modern technologies and based on - [Business Intelligence](https://10senses.com/business-intelligence/) - Drive the success of your organistation with Power BI insights & visualisations Effective usage of data is one of the cornerstones of digital transformation. 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For this reason, we focus on the intersection between business questions and - [EDISONDA](https://10senses.com/edisonda/) - Partnership with EDISONDA There is a rising tide of AI adoption. However, the current focus is mostly on various chat-based assistants. At 10 Senses, we believe that for many use cases, chat is not the optimal way to interact with AI. Future applications will have more diverse interfaces. In many cases, these applications will appear - [Analiza interakcji z klientem za pomocą agentów AI](https://10senses.com/analiza-interakcji-z-klientem-za-pomoca-agentow-ai/) - Podczas webinaru poznasz sposoby wykorzystania Agentów AI do analizy interakcji z klientem, budowy kwestionariuszy oraz korzyści i proces wdrożenia AI. - [Career](https://10senses.com/career/) - Join us on our data journey! Why work with us? We focus on data. On novel data engineering, BI and machine learning technologies. 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We invite you to join us during our conference to gain cutting-edge insights into AI, learn techniques for extracting information out of AI models, and explore practical use cases. - [Polish Process Mining Day 2023](https://10senses.com/ppmd-2023/) - Polish Process Mining Day 2023 How to use modern data analysis technologies to optimize and better understand processes in the company? Polish Process Mining Day 2023 is a unique event in Poland focused 100% on process mining technologies. 24th May 2023 See our agenda Agenda 10:00-10:05 Event Opening 10:05-10:20 Introduction to process miningProcess Mining analytics - [Alicja Test](https://10senses.com/alicja-test/) - THE BEST DREAMS STORE CLICK HERE Come and buy your dreams Read More CHECK OUR VIDEOS BELOW! 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However, if you’re among the majority of those who struggle to recruit talent or simply - [Projects](https://10senses.com/projects/) - Start your data project with our experienced team! The success of your company is increasingly reliant on the ability to acquire, manage and extract value out of data. However, staying competitive in the data realm is not easy. Each year there are new tools and frameworks and it may be simply very time consuming to - [Case studies](https://10senses.com/case-studies/) - Monetisation of Big Data from physical infrastructure Client: A major telco provider in Poland.Challenge: Client had large volumes of log data that was a by-product of SIM cards connecting to transceivers. This data could be potentially used to analyse user behaviour and build commercial data products.Solution: There were several steps necessary to build the product - [Machine Learning](https://10senses.com/machine-learning/) - Address your business challenges with our expertise in Machine Learning By using machine learning algorithms your organisation is capable of automating important tasks, supporting workers and improving user experience. The number of useful AI use cases is considerable and keeps growing each day.Effective application of AI is not always an easy feat. Fortunately, we are - [Process Mining](https://10senses.com/process-mining/) - Analyse and improve your processes with Process Mining The process model built with proces mining can be analyzed and its various versions can be verified. By doing so, one can examine even the smallest details of the process in search of ineffectiveness. 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