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 – and how companies can win their trust.

What you’ll learn:
🔐 Why data control matters more than flashy UX
📊 The real cost of shallow dashboards and black-box metrics
🧠 Why analysts crave structure, SQL, and scalable logic
📎 How to build trust with your data team (and keep it)
💡 Tips for companies building tools for technical users

➡️ Try OWOX BI – built for analysts and business users alike

🌍 Contribute to our open-source connectors on GitHub

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

🚒 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
🧠 Reposition analysts from task-takers to strategic thinkers
📊 Use tools like OWOX Data Marts to reduce dashboard chaos

➡️ Want to stop firefighting? Try OWOX BI for free

🔧 Explore open-source Data Marts on GitHub

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

🔐 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:
⚠️ The hidden risks of “access without guidance”
📚 The 3 pillars of effective training for data exploration
🛡 How to enforce guardrails without being the “data police”
🛠 Tools and structures that make safe self-service possible
🚦 Why sandboxes, templates, and tiered access are game-changers

➡️ Discover OWOX BI for trusted self-service reporting

🤝 Deploy open-source OWOX Data Marts on GitHub

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

🚨 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-service often turns into shadow reporting
🧱 What a healthy self-service setup actually looks like
🔐 Guardrails: access control, documentation, and onboarding
🧹 How to run a self-service audit and reduce dashboard debt
🔁 Real examples from Looker, Metabase, and OWOX BI

➡️ Explore OWOX BI for trusted self-service reporting

🤝 Contribute to open-source data tooling

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

📉 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 reporting problem
 📉 Real-world story: how one media company saved 30+ hours a week
 🔁 Tips for standardizing, maintaining, and cleaning up reports
 🧠 Why most reporting chaos is a cultural – not technical – issue

➡️ Try OWOX BI for structured, versioned, automated reporting

 🤝 Join the open-source movement – contribute SQL libraries & connectors

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

🔍 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 when SQL logic is scattered
 🧱 What makes a good SQL library – and why it boosts speed, not slows it
 🔁 Real-world story: from 400 queries to 25 clean data marts
 🛠 Tools like dbt, Dataform, GitHub, Looker, and OWOX Data Marts
 📁 5 best practices for building a clean, trusted, and versioned library

➡️ Explore OWOX BI and simplify your SQL workflows

 🤝 Join our open-source community and contribute to SQL libraries

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

🔍 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 data marts help scale decision-making
📉 What to do when ad hoc requests overwhelm your data team
🔧 Tools and workflows to build trust across technical and business users
📢 The 5 must-follow habits for aligned, accountable analytics teams

➡️ Bring clarity and collaboration to your analytics with OWOX BI

🤝 Join our open-source movement and help build community connectors

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

🔍 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 history
• How to implement lightweight versioning with tools like Git and dbt
• Folder structure, naming tips, and archiving best practices
• A quick tour of helpful tools – from GitHub to Notion

➡️ Start making analytics more reliable with OWOX BI

➡️ Want to help build and improve our open‑source connectors? Join the OWOX Data Marts community on GitHub and contribute

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

🤖 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 winning with AI
•  The biggest challenges – and how to overcome them
•  Where to start – and how to get adoption right
•  Tools like Google Dataplex, BigQuery, and beyond

➡️ Start making smarter decisions with OWOX BI

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel

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 own reports twice.

You’ll learn:

• How SELECT * can turn into a disaster 💥
• Why dashboards lie (and how to stop them) 📉
• The dangers of silent copy-paste chaos 📋
• What happens when teams misuse VLOOKUP 🔍
• Why even the smartest models go unused 🤖

➡️ Start making data-driven decisions with OWOX BI

👉 Get trusted reports with your context in 1 minute

👉 OWOX Website

👉 Analytics with OWOX BI YouTube Channel