data science
626 TopicsYour Dashboard Can’t Answer This… But This AI Can (Power BI + PowerMind)
Dashboards are powerful… but they have a fundamental limitation. They can only answer the questions they were designed for. Every new business question often means: • Creating new DAX measures • Updating the data model • Rebuilding visuals And over time, reports become heavier, more complex, and harder to maintain. --- 💡 This demo explores a different approach: What if your report could answer questions dynamically, without constantly adding new logic? --- 🚀 In this report, an AI layer (PowerMind) is integrated directly into Power BI. It allows business users to: • Ask questions in natural language • Get instant insights and explanations • Explore scenarios without modifying the report • Access answers that were never predefined --- 📉 Impact on report design: Instead of continuously adding: → Dozens of DAX measures → Complex logic for every scenario You can: → Keep a leaner data model → Reduce the number of measures → Let the AI handle exploratory and unexpected questions --- 🧠 From a business perspective: Users often rely on analysts to: • Interpret results • Answer follow-up questions • Provide deeper insights This creates delays and bottlenecks. With this approach: → The report becomes an assistant → Users get answers instantly → Decision-making becomes faster and more autonomous --- ✨ User experience: Beyond functionality, this also makes reports more engaging and intuitive. In this demo, the AI is integrated in three ways: 1. Embedded directly in the main page. 2. Full-screen experience (see second page) 3. Popup assistant (click the icon in the bottom-left corner) This allows different interaction styles depending on the user’s needs. 🔗 Try the interactive report: https://app.powerbi.com/view?r=eyJrIjoiZjAxNmQxZGEtNTliNi00MGRmLWIzMjktMGNkNWVmYzdmYTZhIiwidCI6IjkyMDE4ZTVmLWI1MzctNDQ1MS1iYWVhLThhNTQ5MTRiYmVhMSIsImMiOjF9 --- 🧠 Powered by PowerMind (Querixa) If you're working with Power BI and exploring how to make your reports more intelligent, lighter, and more interactive: 👉 https://querixa.com Happy to hear your feedback and thoughts. #PowerBI #MicrosoftFabric #BusinessIntelligence #DataAnalytics #AI #GenerativeAI #ConversationalAI #SelfServiceBI #DecisionMaking #DataDriven #Analytics #CustomVisual #PowerBICommunity #DigitalTransformation #AugmentedAnalytics #ModernBI #Copilot eyJrIjoiZjAxNmQxZGEtNTliNi00MGRmLWIzMjktMGNkNWVmYzdmYTZhIiwidCI6IjkyMDE4ZTVmLWI1MzctNDQ1MS1iYWVhLThhNTQ5MTRiYmVhMSIsImMiOjF92.8KViews1like4CommentsSales and Financial Performance
Sales and Finance Dashboard Why a unified Sales & Finance dashboard matters (and what it actually fixes) The Importance of This Dashboard Most teams split sales tracking from financial reporting. Sales sees revenue; Finance sees cost. They rarely meet in one place until it’s too late. This dashboard exists to close that gap. It connects execution to profitability. You can move from an executive summary down to the individual transaction without switching tools. It shifts the conversation from “How much did we sell?” to “What did we actually earn?” Profit, COGS, margin, and cost-per-unit are built in—not calculated separately. It serves both micro and macro decisions. The same structure supports a rep reviewing their profile, a manager coaching a team, or a leadership team reviewing monthly trends. It replaces scattered reports with one interactive source. Year, country, category, and product filters apply across views, so the data stays consistent. Key Benefits of Having It For Sales Managers & Team Leads Manage by profit contribution, not just revenue. Identify which countries, categories, or users are pulling the team down. Compare team/rep performance on a common baseline. For Finance / Controllers / CFO Monitor true profitability by geography and product line. See cost structure (COGS) directly against revenue without manual reconciliation. Validate margin efficiency at a glance. For Executives / Leadership Get a high-level pulse (revenue, profit, shipments, trends) instantly. Spot concentration risk and monthly shifts without waiting for static reports. Make faster strategic calls backed by consistent data. For Operations / Analysts Drill from summary to line-item detail when needed. Filter, search, and audit individual transactions by date, rep, country, or product. Reduce time spent stitching spreadsheets together. For Individual Sales Reps Understand their full impact—revenue, units, profit, and margin—not just a top-line number. Track YoY progress in one view rather than across multiple files. Bottom Line Benefit You stop making decisions on half the story. Revenue without cost is misleading; cost without sales context is blind. This brings both into one workflow, faster decisions, clearer accountability, and less reporting overhead. For more, visit: https://arbazahmad-bi.netlify.app/ Thank you.2.3KViews3likes1CommentDubai Real Estate Insights | Where data meets decisive property strategy.
About the Report: The Dubai Real Estate Insights Dashboard is an interactive analytics platform designed to deliver a holistic view of Dubai’s real estate performance. It serves as a centralized, visual cockpit for executives, analysts, and stakeholders to monitor market trends, property transactions, and sector dynamics in real time. Built for clarity and decision impact, the dashboard translates raw data into actionable insights, enabling better understanding of market health, sales activity, and channel performance across locations, time periods, and property categories. Need for the Report: The Dubai property market is fast-moving, data-intensive, and highly segmented. Decision-makers require timely, consolidated, and visual insights to identify emerging opportunities and manage portfolio risks effectively. This report meets the need for a unified, automated view that empowers leadership to make evidence-based strategic and investment decisions. Usage: Executives: For high-level performance tracking and strategic market evaluation. Analysts and Advisors: To explore sub-market trends, buyer behavior, and sales channels. Developers and Investors: For demand forecasting, price benchmarking, and identifying high-growth segments. Key Insights: Combines summary metrics and drill-down analytics for a 360° market view. Enables trend tracking across property types, locations, and sales channels. Facilitates comparative analysis to measure performance against benchmarks. Technology Used: Developed using Microsoft Power BI, leveraging: Dynamic dashboards for real-time updates and intuitive exploration. DAX-based measures for accurate KPI calculation and comparative insights. Data modeling for integrating sales, transaction, and market datasets. Row-level security and role-based access for controlled visibility. Automated refresh and drill-through features for enhanced interactivity. Skills: Microsoft Power BI · Microsoft Copilot · Data Modeling · Data Scraping · Extract, Transform, Load (ETL) · Data Governance · Python (Programming Language) · Data Cleaning · DAX eyJrIjoiNzA1ZmUyM2YtODc3Mi00NTgxLTk1YzYtNmExNjY1NzFhZmY3IiwidCI6IjkyNTcwMDE0LWZmM2QtNDAxMC04MTNkLTQxM2YwZmY5OWQ5MiJ94.7KViews2likes3CommentsSales & Profit Performance Cockpit – From Data to Insights to Value
Sales & Profit Performance Cockpit – From Data to Insights to Value: The Management Cockpit provides a comprehensive overview of sales and profit performance. Starting with an overview of the most essential KPIs, the user can quickly get orientation check the most recent performance. The navigation on the left side provides access to more detailed analyses on sales, profit and profit margin as well as additional analyses like a scenario planning. With its interactive features the options to filter by channels, products and customers, the dashboard provides valuable insights on the sales and profit performance. Generally, both monthly and year-to-date numbers are provided. Overall, the dashboard design provides users with an effective management summary of the most relevant KPIs as well as detailed analyses on separate report pages. The dashboard shows the strengths of our business intelligence solutions with Power BI: an intuitive visualization which makes even complex data sets more comprehensible. Current developments, interdependencies and key drivers in the data can be easily identified and comprehensively monitored. This enables a data-driven decision-making. The DataClue team consists of an interdisciplinary team of data scientist, designers and business consultants. This enables us to create holistic business intelligence dashboards which provide actionable insights from your data and thus creates a data-driven basis for smarter decisions. Do you have an overview of your most essential KPIs? We are happy to help you making urgent decisions based on data-driven insights Learn more: https://www.dataclue.bi #businessintelligence #powerbi #dataclue #fromdatatosinsights eyJrIjoiZjllYzQ5NjQtMzYwNi00MThmLWFkM2YtNGZjZWIwM2I1ODM4IiwidCI6IjJjOTJmZjI0LWI0MmMtNDgwZC1iNzRkLTY2ZmNlNzZiZDdkYSIsImMiOjl916KViews11likes13CommentsFinancial Reporting Cockpit – From Data to Insights to Value:
Financial Reporting Cockpit – From Data to Insights to Value: The cockpit provides a comprehensive overview of financial performance. Starting with an overview of most essential KPIs, the user can quickly get orientation check the most recent performance. From the overview users can directly access detail analyses on reported statements: P&L, balance sheet, cash flow as well as the current cash view: accounts receivable, accounts payable, available cash. With its interactive features the dashboard provides valuable insights on the financial performance. Generally, both monthly and year-to-date numbers are provided. Especially the analysis of the available cash development is easy and intuitive. The dashboard shows the strengths of our business intelligence solutions with Power BI: an intuitive visualization which makes even complex data sets more comprehensible. Current developments, interdependencies and key drivers in the data can be easily identified and comprehensively monitored. This enables a data-driven decision-making. Overall, the dashboard design provides users with an effective management summary of the most relevant KPIs as well as detailed analyses on separate report pages. The dashboard shows the strengths of our business intelligence solutions with Power BI: an intuitive visualization which makes even complex data sets more comprehensible. Current developments, interdependencies and key drivers in the data can be easily identified and comprehensively monitored. This enables a data-driven decision-making. The DataClue team consists of an interdisciplinary team of data scientist, designers and business consultants. This enables us to create holistic business intelligence dashboards which provide actionable insights from your data and thus creates a data-driven basis for smarter decisions. Do you have an overview of your most essential KPIs? We are happy to help you making urgent decisions based on data-driven insights Learn more: https://www.dataclue.bi #businessintelligence #powerbi #dataclue #financialreporting #cfocockpit eyJrIjoiYzVlZjNjYjMtZTgzZC00MTlhLTliMGItZWVjYTYwMTJmNzFlIiwidCI6IjJjOTJmZjI0LWI0MmMtNDgwZC1iNzRkLTY2ZmNlNzZiZDdkYSIsImMiOjl911KViews5likes5CommentsRevenue & Profitability Dashboard
Revenue & Profitability Dashboard A well-designed dashboard goes beyond displaying numbers — it delivers clarity, context, and actionable insight. This executive summary report provides a Year-over-Year analysis of core performance metrics, including Revenue, Profit, and Unit Sales, segmented by region, product, and customer group. Key Features: • Clean, focused layout for reduced cognitive load • Contextual metrics aligned with business strategy • Clear comparison points to support executive decisions • Insight into product- and region-level performance When design and context work together, dashboards become strategic tools — enabling faster, data-driven decision-making and real business impact. Follow for more: https://www.linkedin.com/in/arbaz-ahmad-/ Thanks & Regards, eyJrIjoiYzlhMDM5ODctNDIyMS00ODNkLWE5NjgtNGVkYjA3MzFjYmE0IiwidCI6ImQ4ZTFiMDVlLTcwYWEtNGVmNy1iODc4LTQ2NmI2ODhmOTUyZiJ97.5KViews8likes6CommentsPower BI Financial Dashboard – Take Control of Your Business Performance
Are You Struggling to Make Sense of Your Financial Data? Many businesses drown in spreadsheets and guesswork, missing critical opportunities to boost revenue, cut costs, and maximize profits. Without clear financial visibility, you risk: Blind spots in revenue performance – Are you hitting targets or falling short? Uncontrolled expenses – Which costs are draining your profits? Unclear profitability by product/service – What’s really driving your bottom line? Reactive decision-making – No early warnings for cash flow dips or seasonal slumps. Stop guessing. Start optimizing. This ready-to-use Power BI dashboard gives you real-time, visual, and interactive financial insights—so you can track performance, spot trends, and act fast. Key Problems It Solves: Revenue vs. Targets Tracking – Instantly see if you’re on track or need to adjust strategy. Profitability Breakdown by Product/Service – Identify high-margin winners and underperformers. Expense Control & Cost Optimization – Pinpoint wasteful spending before it hurts profits. Seasonal & Trend Analysis – Predict dips and plan ahead to stabilize cash flow. Why This Dashboard? No Complex Setup – Plug in your data, and it works instantly. Interactive & Visual – No more messy spreadsheets—just clear, actionable reports. Customizable for Any Business – Works for eCommerce, retail, SaaS, and more. Real-Time Decision Making – Spot risks and opportunities before competitors do. Who Needs This? Finance Teams – Simplify reporting and present insights in seconds. CEOs & Business Owners – Get a 360° view of financial health. Startups & SMBs – Make data-driven decisions without a finance expert. Consultants & Analysts – Deliver stunning, professional reports to clients. eyJrIjoiYTBkODhlMTUtMGY1ZS00ZGUyLThkMjMtYTE2YmY4NjEyOWE5IiwidCI6ImE5NDUyNTg2LTJmNGMtNGNiMS04ZDJlLTI2ODkyODllZTcyNiIsImMiOjl917KViews17likes36CommentsFluxo e Caixa / Contas a Receber / Inadimplências
Originalmente desenvolvi esse dashboard para um cliente, integrado com SAP Hana e ambiente de Datawarehousing, troquei os dados e fiz uma versão de demonstração. Este dashboard consta com: Fluxo e Caixa: a comum tabela de fluxo e caixa com 4 opções de grão de data, além de páginas designadas apenas para recebimentos e pagamentos, além de opções de detalhamento. Contas a Receber: Análise temporal poderosa, insights prontos, formatação condicional, detalhamento em grande parte da página, comparação temporal, comparação com o que estava vencido, média de pagamento por cliente, média de atraso por cliente, análises com tooltips. Inadimplência: insights prontos, análise com foco no cliente, comparação temporal, análise de média de atraso, detalhamento em grande parte do dashboard, análises com tooltips. Além disso, a maioria dos visuais possui uma explicação do valor exibido ao parar com o mouse no visual e clicando no "?" que aparecerá. Quanto já foi pago? Quanto será pago? Quanto está vencido? Que títulos vencerão daqui 7 dias? Que títulos vencerão esse mês? Quem cobrar primeiro? Qual a média de atraso desse cliente? Qual o valor dos títulos desse cliente em média? Qual foi a última compra desse cliente? A quanto tempo está vencido esse título? Quais títulos estavam vencidos mês passado e foram pagos esse mês? Esse dashboard responde rapidamente essas perguntas e muitas outras.354Views0likes0CommentsEbola 2026 Outbreak Landscape
The 2026 Bundibugyo Ebola virus outbreak in the Democratic Republic of Congo is tracking rapidly to become the worst Ebola outbreak in history, even with vaccines currently in trials. I developed a simple report in Power BI to compare how deadly this strain is, compared to the biggest Ebola epidemic of 2014 in West Africa, and early COVID-19 globally. This report uses column charts, line charts, and a scatterplot to explore the risk landscape of the 2026 outbreak in its first 100 days. A few extra pages deep-dive into the 2026 outbreak to observe the growth of fatality rates and whether the outbreak is slowing down when viewed through a weekly rolling average. This analysis is first and foremost a data visualisation exercise, but it shows how serious Ebola outbreaks are. I hope the light at the end of the tunnel comes sooner. Many thanks to the good folks collating and managing the EVD 2026 data on GitHub.561Views0likes2CommentsConsumer Financial Complaints Analytics
This project moved beyond simple reporting to deliver a structured, four-pillar analytical framework to understand, diagnose, and prescribe solutions for the consumer finance ecosystem. The Dashboard's Analytical Structure: Executive Snapshot: Volume, Trend, and Compliance. Objective: Provides an immediate, high-level view of the complaint landscape and overall system health (e.g., volume change, timely response rates). Root Cause Deep Dive: Product & Issue Drivers. Objective: Isolates the specific "what" and "why" behind the complaints (e.g., mortgages vs. credit reporting, and the specific issues within those products), allowing for targeted policy and product intervention. The 'Who': Company Accountability & Benchmarking. Objective: Compares company performance using metrics like "Substantiated Complaint Rate" and "Timely Response," identifying potential bad actors that require regulatory focus. Resolution Channels & Outcomes. Objective: A critical analysis of the resolution process. It answers: How timely and effective are company responses? Do outcomes differ based on the channel (Web, Phone, Mail) used for submission? Key Finding: By correlating submission channel and response speed (Page 4) with root cause (Page 2), the data reveals systemic bottlenecks that, if addressed, could dramatically increase resolution efficiency and strengthen consumer trust. This dashboard is designed to be an actionable regulatory intelligence tool. I'd welcome any feedback on the structure and analysis! eyJrIjoiOGM2OGFlN2YtZDY2MS00MDA3LTg3NjEtM2VmMjM5NWE4YzVlIiwidCI6IjkyNTcwMDE0LWZmM2QtNDAxMC04MTNkLTQxM2YwZmY5OWQ5MiJ93.9KViews6likes1Comment