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Get started on Qlik Community, find How-To documents, and join general non-product related discussions.
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Qlik gives qualified university students, educators, and researchers free Qlik software and resources to prepare students for the data-driven workplace.
Angelika is based in the Netherlands and teaches at the University of Applied Sciences in Amsterdam (HVA). She remains the driving force behind the Minor in Data & Analytics, where she seamlessly embeds Qlik into her curriculum. Her mission is clear: to empower students with the tools, knowledge, and confidence they need to find their own path in the ever-evolving data and AI landscape. This year we even have a Guest lecture from Igor Alcantara Qlik Partner Ambassador and Qlik MVP live in Amsterdam, where he will be attending live and give a lecture about Qlik Predict and Qlik Answers. The power of the Qlik Community stands out where we all can work together and help students to grow in the field of Data &AI.
In 2025 and 2026, Angelika focused on developing various trainings through her work with the BDC Academy and for her projects at the Union where she works as an advisor and trainer. Her teaching philosophy continues to reflect her signature motto: “Think big, act small, scale fast”—encouraging her students to start smart and aim high. She’s also writing her second book with former Chief Learning Officer at Qlik Kevin Hanegan which will be a second version of the book Data Literacy in Practice which was launched on the 30th of November 2022 and has been sold over 5000 times across the world.
Angelika’s impact speaks for itself—nearly 40% of her students are now working in data-related roles, with some even leading IT departments where Qlik plays an integral role. Her classroom is a launchpad for real-world careers, and her students’ success stories are a testament to the practical and inspiring education she provides.
A true data advocate, Angelika believes that Data & AI Literacy is more vital than ever. In her words:
“Analytics is no longer a 'nice to have'—it’s a must. A Data & AI strategy, trusted data, and strong governance must be part of every organization’s roadmap. Only then can Data & AI thrive and deliver meaningful insights.”
She continues to challenge her students and organizations and her students to look at AI as a subset (advanced) of Data Literacy, as true AI Literacy requires Data Literacy, therefore it can't be seen as separate areas.
Angelika's dedication goes far beyond the classroom. She recently collaborated with her customer Van Oord on a powerful Qlik app that was spotlighted on the qlik.org platform by Julie Kae. This same project earned Van Oord the Transformation Award at Qlik Connect—a real-world success story that she proudly shares with her students as a source of inspiration and motivation.
When asked why she continues to serve as an Educator Ambassador, Angelika answered simply and sincerely:
“I just love the program. It gives my students the opportunity to get excited about Qlik Sense—just like I did—and bring that knowledge into the companies they work for.”
We’re proud to have Angelika as part of our community and look forward to another impactful year of collaboration. Her work continues to bridge academia and industry, building the next generation of data-literate leaders.
Join the Qlik Academic Program and access free Qlik Sense software, training, and a global community of educators. Visit: https://www.qlik.com/us/company/academic-program/ambassadors
Based on feedback, we have extended the date from June to the 17th of September, 2026.
Qlik is improving how the Qlik Cloud platform handles themes and extensions. As part of this transition, existing themes and extensions are being moved to a new service.
While the migration has been ongoing in the backend for some time, we are now surfacing a Migration status column in your Qlik Cloud Administration center. This status message will help you identify whether you need to take action or if the theme or extension has already been migrated successfully.
The column is temporary and will be removed once the migration work is completed.
Starting from last year (November 17th), themes and extensions are automatically migrated to the new service if:
What about inactive themes and extensions?
To protect customer-owned content, Qlik will not migrate unused themes or extensions. A migration will only trigger if they are:
Review your themes and extensions and identify those that have been inactive since November 17th, 2025:
Possible Migration status values:
An extension or theme may be listed as Queued for migration:
This is caused by a part of the extension or theme bundle being corrupt or missing. If you notice a resource is stuck in the Queued for migration status, re-upload the resource; it will be automatically migrated.
Unused content will be removed if it is not accessed or migrated by September 17th, 2026.
An in-product alert will alert you of any unmigrated extensions or themes up until the 17th of September.
If you have any questions, we're happy to assist. Reply to this blog post or take your queries to our Support Chat.
Thank you for choosing Qlik,
Qlik Support

📊Sales Performance Insights The North region appears to have the highest sales, closely followed by West and East, while South is slightly lower. Overall sales are strong (over 109M), indicating healthy business performance. 🏙️ City-Level Trends Surat (~11.9%) and Bangalore (~10.3%) are among the top contributing cities. Cities like Mumbai, Chennai, and Pune contribute fairly evenly (~9–10%), showing a well-distributed market. 🗺️ State-Level Insights Karnataka leads in state-wise sales (~15M), followed by Telangana and Maharashtra. There is a cluster of high-performing southern and western states, suggesting strong regional demand.

: 🚀 Revenue Growth Impact Strong performance in top regions and states (like North and Karnataka) means you can double down on high-performing markets to drive faster revenue growth. The slight dip in 2024 highlights a need for corrective strategies (promotions, new products) to avoid stagnation. 🎯 Market Strategy Impact Well-distributed city contributions reduce risk, but top cities (Surat, Bangalore) offer opportunities for targeted campaigns and expansion. Underperforming regions can be improved with localized marketing and pricing strategies. 📦 Product Strategy Impact High-value products (e.g., laptops) contribute significantly → focus on premium product positioning and upselling. Low-performing items (e.g., accessories with low sales) may lead to inventory inefficiencies, so consider bundling or discontinuation. 💰 Profitability Impact A high average unit price (~10K) suggests strong margins, but optimizing the product mix can further increase profitability. Better alignment of demand vs. supply reduces holding costs and wastage. 👥 Customer Impact With relatively fewer customers generating high sales, there’s an opportunity to: Increase customer base (acquisition campaigns) Boost retention and repeat purchases (loyalty programs) 📈 Decision-Making Impact Leadership can make faster, data-driven decisions using this centralized dashboard. Enables proactive actions instead of reactive ones (e.g., spotting declining trends early).

Sales managers, business analysts, and marketing teams use the app to track performance and identify trends. Executives rely on it for quick, data-driven decisions to drive growth and strategy.

The app uses structured sales data (customers, products, regions, and time) to generate insights. It applies advanced analytics like trend analysis, regional comparison, and KPI tracking to uncover patterns and support predictive, data-driven decisions.
Don't miss our next Q&A with Qlik! Pull up a chair and chat with our panel of experts to help you get the most out of your Qlik experience.
Qlik Cloud における AI の評価ガイド(日本語版)を公開します。Qlik Cloudにおける AI サービスや設計原則、基盤技術、セキュリティ制御について記述しています。
原文(英語)は Help サイトの Qlik Evaluation Guide にあります。
https://help.qlik.com/en-US/evaluation-guides/Content/ai/ai.htm
Qlik Cloud Platform、Qlik Cloud Analytics、Qlik Talend Data Integration についての評価ガイド日本語版は以前のブログをご参照ください。
Easier Ways to Get Started
Starting from a blank canvas can be one of the biggest barriers to build something great. That’s why we introduced simpler ways to begin.
Improved Learning and Guidance
You told us that finding the right place to start your Qlik learning journey can take time. We’re working to change that.
Stronger Foundations for Your Data
For teams working at scale, we’ve been investing in the infrastructure that powers it all.
More Flexible Dashboard Building
You told us building dashboards can feel complex, layouts get crowded, and customization isn’t always straightforward. That's why we made it easier to:
These updates reflect what you’ve told us, and we’re not done. Our next survey opens on April 13th. Be sure to share your feedback.
Thanks for helping us raise the bar.
In Belo Horizonte, Brazil, the best ideas don't stay in the classroom. For Priscila, they never did. We are proud to welcome Priscila back as a Qlik Educator Ambassador for 2026.
At Pontifícia Universidade Católica de Minas Gerais, she teaches MBA and postgraduate students across some of the most vital disciplines in modern business: data-driven culture, data governance, AI for business, and market intelligence. Her students are not fresh graduates finding their footing. They are analysts, managers, and executives who arrive carrying real, unresolved problems from real organizations and Priscila has built her classroom to be the place where those problems finally meet their match.
"The classes become very dynamic," she says, "because we can discuss real problems brought by the students themselves."
That energy is not a happy accident. It is the result of years spent equally inside lecture halls and inside the organizations her students go home to every evening, someone who has lived both worlds deeply enough to bridge them.
A Curriculum Built to Last
Priscila has spent recent years building something more purposeful than a course catalog. Three ideas now sit at the heart of everything she teaches: data quality, data governance, and data and AI fluency. Not as boxes to check, but as a framework her students carry into every analysis, every dashboard, and every decision they will ever make.
Her reasoning is both simple and powerful. Analytics and artificial intelligence only generate real value when the data underneath them is trustworthy and well governed. Without that foundation, even the most brilliant insight collapses. So in her classroom, Qlik is not the finish line, it is the environment where students learn to do something far more valuable than building visualizations. They learn to question them. Sessions frequently use datasets with intentional quality problems, challenging students to diagnose, clean, model, and interpret. They go further still learning to understand predictions, evaluate risks, and identify the optimizations necessary to use AI responsibly and effectively. It is demanding work. It is also the kind of work that transforms a good analyst into an indispensable one.
"What usually makes the difference in interviews is that they can demonstrate not just tool knowledge, but analytical maturity. They can explain how to organize data, structure analyses, and transform information into decisions."
That is the standard Priscila holds her classroom to and the standard the market is increasingly hungry for. Beyond class hours, she actively encourages her students to pursue the Qlik Academic Program's structured learning paths and certifications, giving them a way to build deeper, independently verified fluency that follows them into every organization they join.
Where She Is Taking It in 2026
Priscila's vision for 2026 is as clear as it is ambitious. She wants every student, regardless of course, to leave with a transferable framework for working responsibly and confidently in data and AI-driven environments. Data governance remains at the core because analytics initiatives don't fail for lack of technology. They fail for lack of structure, ownership, and clarity. She is building those foundations directly into her curriculum.
And generative AI? No longer a future conversation.
"The market no longer values only those who can build dashboards. There is growing demand for professionals who understand data quality, modeling, governance, and business context."
Her courses are being designed to produce exactly the professionals the market is looking for but struggling to find.
The Story That Says It All
One story, more than any other, captures what Priscila is truly building.
A student arrived from a completely unrelated background, drawn to data but without a clear path forward. During a Qlik project, he dug into a real dataset from his own company and uncovered critical inconsistencies in a commission process, the kind of deep, invisible problem that organizations live with for years because no one has ever had the tools or the courage to surface it. He surfaced it. Shortly after, he was invited into a more analytical role within the organization.
He told Priscila that what changed wasn't learning a tool. It was learning to structure problems and think with data.
"And for me," she says, "that is exactly what we are trying to build in the classroom."
Not just skilled analysts. Confident, curious thinkers who make organizations better.
A Bridge That Flows Both Ways
Priscila recently brought a Data Literacy program to a healthcare company in Minas Gerais and discovered that one of her own graduate students was already working there. The university and the market, finding each other without anyone planning for it. A reminder that the seeds planted in the classroom have a way of growing in the most unexpected places.
That is the kind of connection the Ambassador Program makes possible at its best. "Everything I have lived and built with Qlik," she says, "makes me continue to believe it is the best tool for the purpose I promote." Her students enter organizations already fluent, already confident, already equipped to contribute from day one. And through the program's global network of educators, Priscila keeps pushing her own boundaries, drawing inspiration from peers across countries and institutions who share her belief that education can and should change how people work.
Every Semester, a New Chapter
Last year, Priscila published her book on Data and AI Fluency — Estratégias e Práticas para trabalhar e viver em um mundo dirigido por dados — a field guide born not from theory, but from years of classrooms, boardrooms, and every honest conversation in between. It now anchors her teaching, returning to the room each semester as a living document that her students immediately recognize as their own professional reality, finally given language and meaning.
The loop is rare and powerful. Teach from experience. Reflect deeply enough to write it down. Then teach again from what the writing revealed. Each cycle sharper. Each cohort more prepared. Each student a little more ready to go out and change something.
That is what an Educator Ambassador looks like.
Congratulations, Priscila. We are proud to have you back and we cannot wait to see what you write next.
Are you an educator inspired by Priscila's story? Join the Qlik Academic Program and access free Qlik Sense software, training, and a global community of educators. Visit: https://www.qlik.com/us/company/academic-program/ambassadors
Following our previous releases (Agentic AI and Data Products), we're excited to announce Discovery Agent, available as of today from your tenant's new Feed tab:
Business data changes constantly. Metrics shift, patterns evolve, and important signals often hide within complex combinations of dimensions. Teams simply don’t have time to check every chart every day, meaning by the time you notice an issue, the window to act may already be closing.
Traditional alerting doesn’t solve the problem either. Rules-based alerts rely on rigid thresholds, predefined logic, and ongoing maintenance. They only detect the changes you expect to see.
But what about the changes you didn’t know to look for?
Enter, Discovery Agent:
Discovery Agent autonomously monitors your data to identify meaningful changes the moment they happen. Instead of relying on manual dashboard checks or rigid alert rules, Discovery Agent works behind the scenes to scan your Qlik Cloud applications and surface the insights that matter most.
It automatically detects signals such as:
Read all about it in our innovation blog: Introducing Discovery Agent.
Ready to get started? Discovery Agent is now available in Qlik Cloud Analytics, bringing proactive, AI-driven monitoring directly into your analytics workflows.
Here is all you need:
Thank you for choosing Qlik,
Qlik Support
We are pleased to welcome Dr. Ravi Aavula from the Department of Data Science, Anurag University, Hyderabad, India as the Qlik Academic Program Educator Ambassador for 2026.
Dr Ravi was introduced to Qlik while searching for effective data visualization tools to support data science and analytics courses. When he explored the Qlik Academic Program, he found it very useful because it offers free access, learning materials, and certifications for students and educators. This encouraged him to start using Qlik in his teaching.
As an Educator, Dr Ravi believes in imparting students’ practical skills along with strong theoretical knowledge. His focus is on helping students understand real-world applications of data analytics so that they are better prepared for industry careers.
Dr Ravi has been introducing and teaching content from the Qlik Academic Program in data analytics and data visualization courses for the past few years.
His opinion about Qlik Sense is that it is easy to use and very powerful. It allows students to explore data, find patterns, and create dashboards quickly. In Data Science, visualization is very important to understand and present insights clearly, and the software supports this effectively.
In terms of integrating the program resources in his classroom, Dr Ravi has included the academic program in the following ways :
In terms of other activities with educators and students, he has conducted workshops, training & Faculty Development Programs ( FDPs) such as:
According to Dr Ravi, students who learned through the Qlik Academic Program improved their resumes and gained confidence. Some performed better in interviews because of the hands-on experience they gained with an industry leader.
“We experienced that knowledge of analytics technologies like Qlik supports students in securing internships and job opportunities in data-related roles”, says Dr Ravi.
At the University level, Dr Ravi promotes the use of the academic program in the Department of Data Science and other departments like Computer Science Engineering, AIML and Management. He encourages faculty members to adopt practical analytics tools in their teaching. He looks forward to actively contributing to the Qlik community and representing Anurag University through this role.
Dr Ravi has outlined certain goals as an Educator Ambassador, such as:
As far as future of analytics is concerned, Dr Ravi feels that Analytics and Data Science are growing rapidly. Every industry depends on data-driven decision making. Students must not only analyze data but also present insights clearly. Technologies like Qlik Sense help students develop these important skills. Higher education must focus more on practical learning and data literacy.
A bit on the other side of Dr Ravi-when he’s not teaching, he works on curriculum development, academic planning, and research in data science and analytics. He also enjoys learning new technologies, spending time with his family, and reading about education and leadership.
As a Qlik Educator Ambassador, he hopes to connect with global educators, share best practices in analytics education, learn innovative teaching methods, promote data literacy in higher education.
For more information about the Qlik Academic Program, visit: qlik.com/academicprogram
To know more about Qlik Academic Program Ambassadors, visit: https://www.qlik.com/us/company/academic-program/ambassadors
Javier continues to teach across multiple institutions, working with undergraduate, graduate, and doctoral students in areas such as analytics, business intelligence, data visualization, project management, and artificial intelligence. His approach centers on making learning practical, relevant, and career-focused.
“My goal is always to help students connect what they learn in the classroom with the kinds of challenges they will face in the real world,” Javier explains. “I want them to graduate not only understanding concepts, but also knowing how to apply them using the tools and methods that organizations rely on today.”
That commitment to applied learning has helped many students strengthen their confidence, sharpen their technical skills, and become more competitive in the job market.
In addition to teaching, Javier continues to stay active in research. He was recently published in the Research in Business and Economics Journal for his work on neural network forecasting of U.S. imported fruit prices. His research explored how hybrid AI models can improve forecasting accuracy in complex agricultural markets, offering practical implications for decision-making, supply chain planning, and market stability.
“Research keeps me current and helps me bring fresh ideas into the classroom,” Javier says. “It allows me to show students how analytics and AI can be used not just in theory, but in meaningful applications that affect industries, organizations, and communities.”
His continued work in research reinforces his commitment to bridging academic learning with practical, high-impact problem solving.
Qlik continues to be a central part of Javier’s teaching philosophy and classroom experience.
“Qlik is an outstanding platform for helping students truly understand the power of data,” he explains. “It allows them to move beyond static reports and really interact with information, ask better questions, and discover insights on their own.”
Javier emphasizes that Qlik creates powerful learning moments for students by making data exploration intuitive, visual, and engaging. It helps students experience the kind of analytical thinking that employers increasingly value, while also giving them confidence with a professional tool they can talk about in interviews and apply in the workplace.
“One of the things I value most about Qlik is how quickly it helps students get to those breakthrough moments,” he says. “They begin to see data not just as numbers, but as a story, a strategy, and a decision-making asset.”
For many students, exposure to Qlik has strengthened their understanding of dashboards, KPIs, business intelligence, and data storytelling in a way that feels immediate and relevant.
Another major area of focus for Javier has been the integration of artificial intelligence into the classroom.
“AI is transforming the way organizations operate, so it is essential that students understand both its potential and how to use it responsibly,” Javier says. “I’ve been integrating more AI-related concepts, tools, and discussions into my courses so students can develop the mindset and skills they will need in the future.”
His students are increasingly exposed to topics such as machine learning, forecasting, predictive analytics, and AI-supported decision-making, always with an emphasis on practical application and ethical use. Rather than treating AI as a trend, Javier incorporates it as a meaningful extension of analytics education.
“I want students to see AI as something they can understand, evaluate, and apply,” he explains. “When integrated well, it makes the classroom more dynamic, more innovative, and more aligned with where industry is headed.”
By combining AI with hands-on assignments, real datasets, and business-focused problem solving, Javier helps students develop a stronger foundation for modern analytics work.
Javier remains deeply committed to giving students opportunities to build skills they can use immediately in their careers. His courses emphasize hands-on learning, real-world case studies, interactive projects, and exposure to tools that support data-driven decision-making.
Whether students are learning about business intelligence, data visualization, analytics, or AI, his focus remains the same: helping them become better thinkers, better communicators, and better problem-solvers.
For Javier, being part of the Educator Ambassador Program continues to be both meaningful and energizing.
“Being an Educator Ambassador allows me to stay connected to a broader community of educators who care deeply about innovation, student success, and the future of analytics education,” he says. “It also gives me the opportunity to continue bringing valuable Qlik resources and ideas into my courses.”
He sees the role as an extension of his mission to empower students with relevant, applied, and forward-looking learning experiences.
Javier is excited to continue building learning experiences that combine analytics, AI, and business problem-solving in ways that prepare students for long-term success.
“I’m grateful to be part of a community that values data literacy, innovation, and student growth,” he says. “The future of education in analytics is incredibly exciting, and I look forward to continuing to help students build the confidence and skills they need to thrive.”
Through his teaching, research, and commitment to practical learning, Javier continues to make a strong impact on students and on the future of analytics education.
Managing users and groups just got easier. With our new Custom Groups capability, you now have more flexibility and control to handle user and group relationships directly in Qlik Cloud, without needing to rely on an Identity Provider (IdP).
Video: Introducing ‘Custom Groups’ to Qlik Cloud Analytics
What’s New?
No more back and forth with external systems. Now, you can manage users and their group memberships directly in Qlik Cloud. Everything is in one place for easy access control.
Assign users to groups in just a few clicks. Control both administrative access and feature permissions without hassle.
Custom Groups adapts to your unique structure, making access management easier and more aligned with the way your organization works.
Use cases:
Manage group memberships within Qlik Cloud and simplify integrations with third-party apps, without depending on IdP-provided groups.
Gain full control over user and group assignments, without being tied to Active Directory or other IdP systems. Adapt faster to changing needs.
Key Benefits:
Custom Groups makes managing access in Qlik Cloud simple and efficient, no matter the size or type of your organization. It saves you time, reduces complexity, and gives you full control over how users and groups are managed.
Learn more here:
As an Amazon Redshift data warehouse customer, you may have received an alert stating that the AWS Redshift ODBC connector driver 1.x reaches its end of support date by June 1st, 2026.
Based on a communication between AWS and Qlik, we concluded that our connectors (Cloud | On-Prem) are not affected:
Qlik uses the Simba Amazon Redshift ODBC Connector (published by insightsoftware), which is a separately developed and maintained driver from the AWS-provided Redshift ODBC driver referenced in the notification sent by AWS. These are two distinct products. (source: Amazon)
No action is required on your part in response to this AWS notification.
Thank you for choosing Qlik,
Qlik Support
AI は急速に進化しており、今日のビジネスに欠かせない技術として幅広い分野で貢献しています。そして、次の最先端テクノロジーであるエージェンティック AI は、複雑なビジネス環境において、推論・計画・行動から成果を生み出します。
2026年2月、Qlik は新たなエージェンティック体験を提供する製品を発表しました。
クリックテック・ジャパンの技術担当者が、Qlik Answers の新機能をハンズオン形式でご紹介します。高度な推論を実現する Qlik Answers を実際にお試しください。
※参加費無料。パソコン・タブレット・スマートフォンで、どこからでもご視聴いただけます。
March 18, 2026 | 10:00 – 10:45 A.M. EST
If you’re new to Qlik Learning or want to make sure you’re getting the most of it, this session is the perfect starting point.
📊 Chart Families: How to Choose the Right Chart
April 3, 2026 | 10:00 - 11:00 A.M. CEST
An intermediate session where you'll learn how to choose the right chart based on business needs.
🔗 Setting up Data Gateway for Direct Access
April 24, 2026 | 11:00 – 12:00 P.M. CEST
Need secure and efficient Access to your on-premise data? This session dives into how to get it up and running.
🌐 Understanding the Data Model Viewer
April 30, 2026 | 10:00 – 11:00 A.M. CEST
A strong data model is the foundation of power analytics. Explore the Data Model Viewer and break down the metadata that drives it with this session.
Seats fill up quickly. Secure your spot today.
Don’t have a subscription yet?
You can purchase an individual Qlik Learning subscription here
Spot important changes in your data and take action
Organizations today rely heavily on dashboards. But dashboards only work when someone goes looking.
In reality, business data changes constantly. Metrics shift, patterns evolve, and important signals often hide within complex combinations of dimensions. Teams simply don’t have time to check every chart every day. In many cases by the time someone notices an issue, the window to act may already be closing.
Traditional alerting doesn’t solve the problem either. Rules-based alerts rely on rigid thresholds, predefined logic, and ongoing maintenance. They only detect the changes you expect to see.
But what about the changes you didn’t know to look for?
That’s why we’re excited to introduce our new Discovery Agent.
Move from reactive monitoring to proactive insight
Discovery Agent autonomously monitors your data to identify meaningful changes the moment they happen.
Instead of relying on manual dashboard checks or rigid alert rules, Discovery Agent works behind the scenes to scan your Qlik Cloud applications and surface the insights that matter most.
It automatically detects signals such as:
Rather than flooding users with alerts, Discovery Agent evaluates statistical significance and prioritizes only the most meaningful insights. And with direct linking to Qlik Answers, you can use AI to explore insights further.
The result: teams see what matters first and can respond faster.
A new way to stay on top of your business
Discovery Agent transforms how organizations monitor performance.
Discovery Agent pushes prioritized insights directly to users through an intelligent feed and digest.
Each detected change is summarized in clear, readable language so users can quickly understand:
This dramatically reduces the time analysts spend manually checking metrics and helps organizations stay ahead of emerging issues and opportunities.
See Discovery Agent in action
You can explore how Discovery Agent works through this interactive walkthrough.
The demo shows how Discovery Agent automatically detects anomalies, surfaces the most relevant insights, and enables users to immediately explore further inside Qlik apps.
Built on the power of the Qlik Analytics Engine
Discovery Agent is uniquely powerful because it is built directly on the Qlik Analytics Engine, the technology at the heart of Qlik that powers our analytics experience.
The engine allows Discovery Agent to analyze metrics and spot anomalies across wide combinations of dimension values, for entire data models, at high speed and scale, and at a fraction of the cost of SQL-based approaches. The engine evaluates relationships across the full dataset and supports rapid analytical calculations at scale, enabling powerful AI-driven discovery on complex business data.
With the Qlik analytics engine, Discovery Agent can:
This approach makes autonomous monitoring possible even for large enterprise environments.
From anomaly detection to agentic intelligence
Discovery Agent is an important part of Qlik’s agentic experience.
Within Qlik’s evolving agentic AI architecture, specialized agents collaborate to transform data into action. Discovery Agent plays a key role by monitoring data and surfacing insights that other agents can reason and act on.
Over time, we plan to further integrate Discovery Agent into our agentic system so you can:
This moves organizations beyond traditional analytics toward a proactive, intelligent agentic environment where AI helps monitor and interpret data continuously.
Get started now
Discovery Agent is now available in Qlik Cloud Analytics, bringing proactive, AI-driven monitoring directly into your analytics workflows. Try it out now.
Resources to learn more:
We are pleased to welcome Dr K Kalaiselvi from India to the Qlik Educator Ambassador Program for the third year!
With 17 years of experience in academia, Dr Kalaiselvi currently holds the position of Associate Professor Coordinator, Department of Computer Science at Kristu Jayanti University. Her background includes roles as a J2EE developer with the Ministry of Electronics and Information Technology, Government of India, and Singapore Telecommunications, under the Government of Singapore.
She oversees courses in Data Analytics, specializing in Machine Learning, R and Python Programming, Data Visualization Technologies, and Process Mining Technologies, manages specialized and certification courses for students, complementing the regular curriculum.
Since 2019, Dr Kalaiselvi has been associated with the Qlik Academic Program and has also earned the Qlik Sense Business Analyst Qualification. In her own words, "I am thrilled to announce that our institution was recognized as a Centre of Excellence in 2023. In 2025, 300+ students had achieved qualifications in Qlik Sense Business Analyst and Data Architect . Currently 116 students are pursuing Data Literacy course as part of their curriculum. Datathon 2025 has been conducted at our institution, that foster data-driven innovation and analytical problem-solving among participants. Through the Qlik Academic Program, students were able to perform seamless data integration, visualization, and decision-making by designing efficient, scalable data models and workflows"
When contemplating her interest in the Qlik Academic Program, Dr Kalaiselvi was drawn by its reputation for providing comprehensive resources and tools geared towards learning data analytics and visualization. Her institution recognizes the growing importance of these skills in various industries and she was eager to find an opportunity that would provide hands-on experience with real-world tools. The Qlik Academic Program stood out due to its commitment to offering free access to their powerful data analytics and visualization software.
Dr Kalaiselvi believes that the Qlik Academic Program's resources and learning materials will not only enhance her understanding of data analytics and visualization but also contribute significantly to her student’s academic and professional growth. The opportunity to gain proficiency in using Qlik's tools is one that she finds both exciting and valuable, and she is enthusiastic about the potential it holds for her student’s future endeavors.
Dr Kalaiselvi adds that the future of this engagement appears promising for her. As students continue to benefit from Qlik's training and qualifications/certifications, they are likely to graduate with desirable skills in data analytics and visualization. This, in turn, could lead to increased job placements in roles such as Business Analysts, Data Scientists, and Data Visualization Designers. With a growing network and a reputation for producing skilled professionals, the engagement could contribute positively to both student careers and industry advancement.
Her journey with Qlik, especially after achieving the Qlik Sense Business Analyst Qualification, has deepened her understanding and appreciation for data literacy. She recognizes the critical role it plays in today's data-driven world, and she is eager to share this knowledge. She adds that joining the program offers her a structured platform to advocate for and elevate data literacy among students, preparing them for a future where data-informed decision-making is key. By becoming an Educator Ambassador, her aim is to not only expand her own skills and understanding of Qlik technologies but also to stay at the forefront of BI and analytics innovations. It enables her to contribute to and learn from a like-minded community, further enriching the educational experiences she can offer and fostering a collaborative spirit among her students for global and cross-disciplinary projects.
Dr Kalaiselvi says that they are proud that Qlik Academic Program courses have been formally integrated into their curriculum as mandatory, credit-bearing courses required for graduation.
They are currently engaged in collaborative ventures in AI & ML and Cyber Security with universities across the Asia-Pacific region, with a strong emphasis on joint research and project collaborations.
As part of this year’s initiatives, the Analytics Club was established engaging both faculty and students in Qlik Academic program peer learning, hands-on analytics training, knowledge-sharing sessions, and structured academic activities.
Dr Kalaiselvi says, "I am thrilled and grateful to be involved in this collaboration, as it allows me to learn and grow alongside my students"
We welcome Dr Kalaiselvi and hope this year will be engaging for her as the Educator Ambassador!
Don't miss our previous Q&A with Qlik! Pull up a chair and chat with our panel of experts to help you get the most out of your Qlik experience.
If you have not gotten the chance, please read Jennell Yorkman’s posts on Data Flow Processors that she posted last week as this post is a continuation of that one. In her entry, she goes over what data processors are, how to access them, and deeper coverage on the Filter, Join and Unpivot Processors. Her blog can be found here.
In this blog post, we’re going to talk about three more processors: Sort, Remove and Split Fields.
The 'Sort' processor is a simple processor that allows users to sort numeric or textual data from your fields by ascending or descending order. Here in our college football dataset, we have our Index, Year and lower_school (short for lower case school). Our year field is sorted in ascending order, having the oldest data first, but what if we wanted it to be the most recent data first instead?
That is where the Sort processor comes in, we would connect this dataset to a Sort processor, select the field we want to sort, in this case the Year, and the direction we want it sorted, in our case Descending. With just a few clicks, our most recent data is now at the top, ready to be used.
The next processor we’ll take a look at is the 'Remove' processor. The Remove processor simply allows a user to remove unwanted fields from a dataset. Continuing in my College Football app, I have a dataset that contains three fields, Index, Year and lower_school. If I wanted to remove that Index field, I would use the Remove processor.
Here I have loaded my dataset and attached it to a Remove processor. The fields within this dataset will appear. I simply select the ‘Index’ field and hit Apply.
Just that easily, Index is removed.
Now we can look at preparing this dataset the opposite way. Going back to our Index, Year and lower_school dataset, what if we wanted not to remove Index, but keep Year and lower_school? We could simply use the ‘Select Fields’ processor.
Just like with the Remove processor, the fields within the dataset will appear once it is connected to the Select Field process. In this example, we’d select our Year and lower_school fields, because those are the fields we are going to keep. While this is a small scale example, think if you had a dataset with 1000 fields, but only wanted data from three or four of them. This would provide a much cleaner and faster load for your application.
Thank you for taking the time to read this blog entry! How do you think these data processors can help you prepare your data? Are these any of the data processors you would like to see us cover next? Drop some ideas down in the comments below!

This extension can help uncovering otherwise hard to find usability issues and direct user sentiment by giving users an immediate, in-app mechanism to rate apps and report bugs. Administrators discover exactly which app, sheet, browser, and environment a user was in when an issue occurred or feedback was submitted, removing the guesswork from application support.

HelpButton.qs significantly reduces support friction and eliminates the time-consuming back-and-forth usually required to troubleshoot vague user issues. By supplying contextual tooltips right alongside complex visualizations, it accelerates user onboarding and saves hours of manual documentation routing.

The primary audience spans from everyday Qlik Sense Users (who benefit from contextual help on their sheets) to System Administrators / Developers (who monitor the feedback payloads). The button is displayed prominently in the native Qlik Sense app toolbar and tooltips are rendered on specific charts, making it an ever-present, mission-critical asset accessed continuously by anyone using the deployed apps.

HelpButton.qs automatically captures dynamic session metadata (User ID, App ID, Sheet ID, Qlik Version) securely through the native Qlik API directly within the extension. It then packages and transports these insights via flexible authenticated webhook payloads (POST requests) seamlessly to external workflow platforms or just plain text files on a server.
Qlik is leveraging the power of AI to provide a new testing experience. This means more flexibility for you! You choose where and when you want to take your certification exam. Starting in May, you can take all product certifications whenever it is convenient for you directly on Qlik Learning.
What can I expect with the new Qlik certification experience?
How to get ready:
The Exam Experience
You’ll be able to select your certification exam directly from Qlik Learning. Once you complete your exam will appear on your Qlik Learning homepage — ready when you are.
All exams are proctored and recorded using software-based proctoring. If you have any issues during your exam, a human proctor will pop in. Before launching the exam, you will need to complete a few checks, like identification verification and a workspace scan. You’ll also get a countdown timer to show your remaining time.
Open Book, Clear Boundaries
All Qlik Certification Exams are open book. This means you are permitted to use authorized test aids during your exam.
The authorized exam materials are limited to: Qlik Learning courses and use cases, Qlik Talend products, documentation, knowledge-based articles, your own study notes, and web searches. The use of AI or AI-assisted tools and web browsers is strictly prohibited.
You’ll get your exam results right away. If you have passed your exam, your certification badge will be issued to you directly!
Get Ready with Confidence
The best way to prepare for an exam is to complete the relevant training courses and practice the outlined skills. You will find everything you need on Qlik Learning, including detailed exam overviews for Qlik Talend Data Integration Certification and Qlik Data Analytics Certification. These overviews include learning plans, use cases, topics covered, and practice tests to help you assess your knowledge.
Qlik certification exams are designed to meet industry standards by combining hands-on experience with product training. They also assess the foundational methodologies required to deliver high-quality, successful projects.
Questions? Reach out to us education@qlik.com Happy Learning!