The Data Crunch

🔍 Ever hear a data analyst sigh at the mention of another “SaaS solution”? You’re not alone – and there are real reasons behind that frustration. In this episode, Vadym and Ievgen break down the top 5 reasons data analysts actually hate most SaaS tools – from locked data and broken trust to inflexible UIs and shallow dashboards. But more importantly, they reveal what analysts really want instead...

🚒 Are your analysts stuck putting out fires instead of driving strategy? In this episode, Vadym and Ruslan explore how to break the cycle of reactive, one-off data tasks and elevate analysts into proactive, strategic partners. Hear real-world stories and learn how to: 🔥 Spot the signs of data firefighting 🧱 Understand what’s holding analysts back 🔄 Shift from reactive to reusable workflows 🧠...

🔐 Giving business users data access can feel like handing over the car keys… without teaching them how to drive. In this episode, Vadym and Ruslan talk about why training and boundaries are non-negotiable for successful self-service reporting . You’ll hear a real-life story of how one unchecked dashboard broke revenue reporting – and learn how to avoid making the same mistake. What you’ll learn:...

🚨 Self-service reporting is supposed to free up analysts… so why does it feel like more support tickets and duplicated dashboards? In this episode, Vadym and Helen unpack the paradox of empowering business users without overwhelming the data team.  Discover how to reframe self-service as a partnership, not a free-for-all, with clear logic, trust, and structure. What you’ll learn: ⚡ Why self-serv...

📉 Think copy-paste reporting saves time? Think again. In this episode, Vadym and Ruslan unpack the hidden costs behind duplicated dashboards, misaligned metrics, and outdated logic . Learn why copy-paste culture is quietly eroding trust in your reports – and how to stop it. What you’ll learn:  🧟 What really happens when teams duplicate old dashboards  ⚠️ Signs your team has a copy-paste reportin...

🔍 Tired of finding five versions of the same SQL file – all with different numbers? In this episode, Vadym and Helen break down the mess (and the fix) behind reusable SQL libraries.  Whether you're cleaning up metrics, onboarding faster, or scaling your analytics stack, this episode is your practical guide to building a library that works. What you’ll learn:  🪤 Common pitfalls teams face wh...

🔍 Analysts want control. Business teams want freedom. So how do you build a data culture where both sides win? In this episode, Vadym and Ruslan dive into the core tension between governance and self-service , revealing practical ways to move beyond chaos and towards clarity. What you’ll learn: 🧠 Why the “control vs. collaboration” conflict is so common in analytics 📊 How semantic layers and da...

🔍 Tired of sticky-note SQL and fragile dashboards? In this episode, Vadym and Helen dig into version control in analytics – why treating your SQL like code matters, how to avoid "final_FINAL" disasters, and what real-world teams are doing to keep their data trustworthy. 🛠 What you’ll learn: Why version control is critical for analytics teams Real-world mistakes caused by missing change...

🤖 What if you could make smarter decisions without writing a single line of SQL? In this episode, Vadym and Ruslan explore how augmented analytics is transforming how teams interact with data, making insights faster, easier, and more intuitive for everyone, not just analysts. 🛠 What you’ll learn: How “augmented” analytics differs from classic BI tools  Real-world examples of no-data-team teams wi...

Ever crashed a warehouse with one query? Or presented a dashboard that made the CMO panic? You’re not alone. In this episode of The Data Crunch Podcast , Helen joins Vadym to share the real, painful, and hilarious mistakes data analysts make — and the critical lessons behind them. From SQL gone rogue to dashboards that double-cross, these stories will make you laugh, cringe, and maybe check your o...

🔍 Ever wondered where that metric actually came from ? In this episode, Vadym and Ruslan break down data lineage — the essential (but often overlooked) practice of tracing your data’s full journey from source to decision.  Whether you're debugging dashboards, managing compliance, or just trying to build trust in your numbers, this one's for you. 🛠 What you’ll learn:  1️⃣ What data linea...

🚨 Your dashboards might be lying to you — and you wouldn’t even know it. In this episode, Vadym and Helen get brutally honest about the hidden data quality issues lurking in your reports, pipelines, and culture . They break down the real reason data chaos persists in 2025 — and what your team can actually do to fix it. 🛠 What you’ll learn: 1️⃣ Why data quality problems are cultural, not just tech...

💡 More access to data doesn’t always lead to better decisions — sometimes it creates chaos. In this episode, Vadym and Ruslan unpack the self-service analytics paradox: why giving teams more access can backfire, and how to fix it with the right systems, models, and conversational tools. Learn how to balance data empowerment with governance, and finally build a self-service setup that actually wor...

📊 Ever feel like you're spending more time cleaning your data than actually using it? In this episode, Vadym and Helen dig into one of the most common — and costly — problems in analytics: fragmented, unreliable, and inconsistent data.  Learn why business-ready data is essential for decision-making and how OWOX BI helps teams automate transformations, manage orchestration, and stay in contro...

🧠 Building a truly data-driven product team takes more than dashboards. In this episode, Vadym and Ruslan break down what it really means to create a product analytics culture – from shared definitions and fast insights to tools your team actually uses. Learn the 5 pillars every SaaS company needs to turn data from a bottleneck into a competitive advantage. 💡 What you’ll learn in this episode:  ...

🔐 In an era of data breaches and tightening privacy laws, data masking is no longer optional—it’s essential . In this episode, Vadym and Kyrylo break down what data masking really is, how it works, and why every modern business needs it to safeguard sensitive information while keeping analytics and operations running smoothly. 🔍 What you’ll learn in this episode: 1️⃣ The different types of data...

🗣️ What if anyone in your company could just ask a question and get a reliable, real-time answer – no dashboards, no analysts, no waiting? In this episode, Vadym and Ruslan explore how data democratization is moving from complex dashboards to natural dialogue thanks to AI, NLP, and modern data governance. 🔗 Season 1: Episode #6 | Data Democratization: Embracing Trusted Data to Transform Your Busi...

🧩 Ever wondered why your reports don’t match or why your metrics are inconsistent? In this episode, Vadym and Ruslan dig into the root cause – data modeling – and explain how creating a solid data foundation helps streamline reporting, align teams, and support faster, smarter decision-making. 🔍 What you’ll learn in this episode:  1️⃣ The 3 types of data models and when to use each one (conceptua...

🚀 Every business says it’s data-driven. But what does that actually look like in practice? In this episode, Vadym and Kyrylo break down the real meaning of data-driven decision-making—and why most companies fall short of it. 🔍 What you’ll learn in this episode:  1️⃣ The 6-step framework for turning raw data into strategic business action.  2️⃣ Real-world examples of how data drives smarter marke...

🚀 The right questions lead to the right answers . In this episode, Vadym and Ievgen uncover the art of asking the right questions in data analytics —a crucial skill that can transform how businesses extract insights and make decisions.🔍  What you’ll learn in this episode:  1️⃣ How to frame problem statements to uncover real business insights . 2️⃣ The role of cross-department collaboration in ge...

🚀 Your data is only valuable if you use it . In this episode, Vadym and Ruslan explore Data Activation Strategies – how businesses can stop hoarding data and start using it to drive real-time decisions, personalization, and revenue growth. 🔍 What you’ll learn in this episode:  1️⃣ How to connect, clean, and segment your data for smarter automation and decision-making. 2️⃣ Why AI-powered activati...

🚀 Want to implement data analytics the right way? In this episode, Vadym and Ievgen break down the six critical steps for setting up an effective data analytics system that delivers accurate insights, seamless reporting, and smarter business decisions. 🔍 What you’ll learn in this episode: 1️⃣ The biggest mistakes businesses make when setting up analytics – and how to avoid them. 2️⃣ How to ensur...

🚀 Understanding data types is essential for modern marketing and analytics . In this episode, Ievgen and Ilya break down the four major data types— first-party, second-party, third-party, and zero-party data —and how businesses can use them to drive growth while staying compliant with privacy laws. 🔍 What you’ll learn in this episode: 1️⃣ The key differences between first-party, second-party, th...

🚀 Tracking the right KPIs can make or break your business. In this episode, Vadym and Ievgen break down the most important KPIs every business should track to drive growth, optimize performance, and make smarter decisions. 🔍 What you’ll learn in this episode: 1️⃣ The essential KPI categories – financial, customer, operational, HR, IT, sales & marketing. 2️⃣ How to identify the right KPIs and...

🚀 Digital marketing has never been more challenging. In this episode, Vadym and Ruslan break down the Four Horsemen of Digital Marketing Analytics – Consent Mode, ITP, Ad Blockers, and GA4 Attribution Challenges – and how they’re reshaping the way marketers track, analyze, and optimize performance. 🔍 What you’ll learn in this episode: 1️⃣ How to mitigate data loss caused by Consent Mode and ITP...