Ambrus Pethes

Writer

Ambrus Pethes

Growth

Growth at Mitzu. Expert in data engineering and product analytics.

Articles

Posts on this site.

November 13, 2026 · 5 min read

4 Data Infrastructure Models for Scalable Analytics

Learn how Cloud, Private, or BYOC deployments impact data operations and scale modern analytics with Mitzu.

October 6, 2026 · 5 min read

Mitzu vs PostHog: warehouse-native product analytics comparison

Mitzu vs PostHog compared on setup effort, data ownership, product analytics depth, and total cost at scale.

September 1, 2026 · 5 min read

Data Mesh vs Data Fabric: Scalable Enterprise Data

Data Mesh vs Data Fabric comparison with features, pricing, data architecture, and which analytics stack each option fits best.

July 28, 2026 · 5 min read

Mitzu vs Google Analytics 4 (GA4): product analytics comparison

Mitzu vs Google Analytics 4 (GA4) compared by data model, attribution depth, pricing, and product analytics capabilities.

July 23, 2026 · 5 min read

Designing Analytics Stack with Real-Time Data Streaming and Event-Driven Architecture

Real-time streaming and event-driven architectures enable instant data processing and analytics, keeping insights fresh and systems responsive at any scale.

June 18, 2026 · 5 min read

The Playbook for Building a High-Impact Data Team

Learn how to build a high-impact data team that delivers results with self-service tools, warehouse-native analytics, and clear priorities.

June 11, 2026 · 8 min read

Designing a Composable Product Analytics Stack with Snowplow and Mitzu

Build a flexible, AI-ready product analytics stack with Snowplow and Mitzu for precise event tracking, schema control, and powerful SQL-based insights.

June 10, 2026 · 5 min read

How to Run Privacy-First Product Analytics Securely

Discover how to run privacy-first product analytics in 2026 while staying compliant with global data laws and generating actionable insights.

May 22, 2026 · 5 min read

Overcoming Data Quality Challenges (2026 Guide)

Discover strategies and tools to solve data quality issues and ensure reliable, actionable data for better business decisions.

May 13, 2026 · 5 min read

Delta Lake vs Apache Iceberg: Which Table Format Wins?

Delta Lake vs Apache Iceberg Which Table Format Wins comparison with features, pricing, data architecture, and which analytics stack each option fits best.

May 13, 2026 · 5 min read

How 52 Entertainment Data Team Saved 60+ Hours Monthly

52 Entertainment data team saved 60+ hours/month and doubled data integration speed by empowering product teams with Mitzu's self-serve analytics platform.

March 20, 2026 · 12 min read

What is an AI data analyst? How AI analytics agents replace the ticket queue

What an AI data analyst does, how agentic analytics works, and why data teams use it to remove ad-hoc ticket backlogs with trustworthy SQL.

March 20, 2026 · 11 min read

The analytics ticket queue is broken - how AI agents are giving data teams their time back

Analytics backlog keeps data teams stuck in tickets. Learn why the queue model fails and how AI agents reduce ad-hoc load without losing governance.

March 20, 2026 · 12 min read

AI hallucinations in analytics: why SQL transparency is the only way to trust your AI analyst

AI analytics hallucinations can corrupt decisions. SQL transparency and analyst approval are the practical controls for trustworthy, governed AI analytics.

March 20, 2026 · 11 min read

ChatGPT vs a real AI analytics agent: why general LLMs can't replace purpose-built data tools

Chatgpt vs Ai Analytics Agent comparison with features, pricing, data architecture, and which analytics stack each option fits best.

March 20, 2026 · 14 min read

What is agentic analytics? 2026 guide for data teams moving beyond analytics dashboards

What is agentic analytics? A practical 2026 guide to AI analytics agents, transparent SQL, and warehouse-native decision workflows.

March 20, 2026 · 12 min read

Best AI analytics tools in 2026: top 6 for data teams

Compare the best AI analytics tools in 2026 across SQL transparency, warehouse access, pricing, and team fit for real analytics workflows.

March 20, 2026 · 10 min read

Best agentic analytics platforms in 2026: top 5 compared

Compare the best agentic analytics platforms in 2026 by architecture, SQL transparency, warehouse-native access, and team fit.

March 20, 2026 · 9 min read

Best AI tools for data analysts in 2026: SQL, docs, and analytics agents

The best AI tools for data analysts in 2026, covering AI SQL tools, analytics agents, and documentation copilots with practical tradeoffs.

March 20, 2026 · 11 min read

Best self-service analytics tools in 2026 (and why legacy analytics falls short)

Compare the best self-service analytics tools in 2026 by ease of use, governance, warehouse access, and speed to trustworthy answers.

February 28, 2026 · 5 min read

How Shapr3D move from multiple analytics tools to one platform?

Mitzu helped Shapr3D centralize data and enable self-serve analytics, helping teams to make faster, more informed decisions.

February 11, 2026 · 5 min read

How did Mitzu help Colossyan scale beyond 100 people without growing the data team?

See how Colossyan improved data accuracy, cut costs, and sped up decision-making with Mitzu's self-served product analytics.

January 30, 2026 · 5 min read

How Mitzu helped Prezi to reach 100% data accuracy?

Mitzu helped Prezi to improve data accuracy, speed, and self-service while cutting costs significantly. It helped non-technical teams, reduced support tickets, and sped up product iteration.

November 1, 2024 · 5 min read

Track and Analyze MRR Without Data Duplication

Learn how to measure and visualize cohort retention with Mitzu, a warehouse-native analytics tool that avoids complex SQL and data duplication.

October 24, 2024 · 5 min read

Measure Cohort Retention Without Complex SQL Queries

Discover SQL-free cohort retention analytics with Mitzu, enabling businesses to track retention and make data-driven growth decisions easily.

September 13, 2024 · 5 min read

Cruise Booking Platform Uses Mitzu for Revenue Attribution

Learn how CLICKnCRUISE uses Mitzu for affordable product analytics to improve customer retention, optimize revenue attribution, and drive business growth.

July 4, 2024 · 5 min read

EdTech Data Challenges and How Warehouse-Native Analytics Helps

Explore the power of edtech analytics and learn how warehouse-native product analytics enhances your ability to track features and revenue growth.

June 20, 2024 · 5 min read

Warehouse-Native Analytics: Transforming Travel Data Insights

Explore how travel businesses can leverage the unlimited power of warehouse-native product analytics to optimize product performance.

February 14, 2024 · 5 min read

Exploring the Warehouse-First Architecture

Explore how warehouse-first architecture centralizes data management, creating a single source of truth that improves accuracy, scalability, and flexibility.

January 4, 2024 · 5 min read

Warehouse Native vs. First-Generation Product Analytics

Warehouse Native vs First Generation Product Analytics comparison with features, pricing, data architecture, and which analytics stack each option fits best.

December 18, 2023 · 5 min read

The Difference Between analytics and Product Analytics

Product Analytics is crucial for product managers, marketing professionals, and business leaders. analytics products are for historical, aggregated data for comprehensive business analysis.

All blog posts · About Mitzu