Our Blog on Data Transformation

Keep up to date with data engineering, data science and machine learning through a wide variety of topics for practitioners and decision makers.
6
minute read
Databricks Genie – Conversational Analytics on Databricks
Genie lets business users ask questions of their governed Databricks data in plain language and get answers backed by SQL run against the real data - no query-writing, and no access to data they couldn’t already see. The rest of this article covers what it does, why the answers hold up, and how to set one up well.
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19
minute read
Databricks Unity AI Gateway: Complete 2026 Guide
Databricks Unity AI Gateway is the governance layer that lets enterprises control cost, security, and model choice across the AI models, agents, MCP services, and skills they govern through Unity Catalog, from a single control plane. It became generally available on August 4, 2026 , after being announced in expanded form at Data + AI Summit 2026 .
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14
minute read
Genie Ontology explained: How Databricks Turns AI Context into Shared Infrastructure
Learn how Databricks Genie Ontology uses OntoRank, Unity Catalog and organizational knowledge to create a reusable context layer for Genie Agents, Genie One and enterprise AI applications.
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24
minute read
Databricks Data + AI Summit 2026: Key Announcements Explained (Genie One, Genie Ontology, Databricks Lakebase, Unity AI Gateway, LTAP, AI Agents, Agent Bricks, Opensharing, and a lot more)
Databricks Data + AI Summit 2026 introduced one of the largest sets of platform updates in the company’s history. While many announcements focused on new products and features, a broader pattern emerged across the keynote sessions and technical tracks.
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11
minute read
Real-Time Supply Chain Intelligence on Databricks
Global supply chains have never been under more strain, and the systems meant to manage them have never looked more dated. Most planning and logistics organizations still run on a patchwork: shipment tracking in one tool, production planning in an ERP, risk analysis in a spreadsheet, and forecasting that is often manual or missing entirely. Each system is reasonable on its own. Together, they leave the business without a single, trustworthy picture of what is actually happening.
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16
minute read
Hyper-Personalisation in Banking: Building a Compliant, AI-Driven Customer Experience on Databricks
How to build an end-to-end hyper-personalisation solution that combines machine learning, generative AI, real-time event processing, journey orchestration, and adversarial AI safeguards — all on a single platform.
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7
minute read
Supplier Consolidation in Food and Beverage: How to Unlock Procurement Savings
McKinsey has found that for food companies, every 1% improvement in direct material cost can improve net margin by 200 to 300 basis points. That makes ingredient procurement one of the most powerful margin levers in the industry. Yet many food and beverage manufacturers still find it difficult to fully capture this value.
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3
minute read
Datapao Named to the Financial Times FT1000 for the Third Consecutive Year
We are proud to share that Datapao has been named to the Financial Times FT1000 – Europe’s Fastest Growing Companies 2026 ranking — marking our third consecutive year on the list.
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4
minute read
Datapao Achieves Databricks Gold Partner Status
February 23, 202 6
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8
minute read
From snow guns to smart systems: TechnoAlpin’s data transformation with Datapao
When we ski down a perfectly groomed slope in the early morning, we rarely think about the streams of data pulsing behind the scenes.
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8
minute read
Databricks Agent Bricks explained: What it does, how it works, and where it’s going next
If you’ve worked in enterprise AI for long enough, you know this story: A team builds a generative AI proof of concept. It looks promising. Everyone’s excited. And then the pilot quietly disappears, not because it failed, but because scaling it responsibly turned out to be too complex, too risky, or too expensive.
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8
minute read
Databricks Unity Catalog Architecture & Best Practices (2026 Guide)
In today’s AI-driven world, enterprises generate and process more data than ever before, often spread across multiple clouds, teams, environments. Managing who can access what, tracking how data moves, and keeping everything compliant has become a real challenge.
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5
minute read
AI Agents Redefined: Deep-Research Agentic AI Built on Databricks
From complex data to clear, trustworthy insights — powered by deep agentic AI on Databricks
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4
minute read
Beyond data access: The real AI challenge in Financial Services
The recent announcement that the London Stock Exchange Group (LSEG) will make its datasets available natively in Databricks through Delta Sharing has generated excitement across financial services. For good reason: market data has long been locked behind legacy delivery systems, and moving it directly into the Databricks environment removes significant friction.
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7
minute read
Leveraging Databricks Lakebase in Generative AI Applications
With the public preview release of Databricks Lakebase , we explored its practical applications in a real-world generative AI project. This article walks you through how we integrated Lakebase into our agent orchestration platform , focusing on usage patterns, performance gains, and cutting costs.
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7
minute read
From Java Engineering to Data Engineering: A logical next step in your tech career
Over the past few years, the tech industry has experienced waves of uncertainty. From hiring booms to high-profile layoffs, software engineers have had to rethink not just where they work, but where their skills can take them next.
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5
minute read
Databricks and Euroventures Invest in Datapao to Close the Gap Between AI Ambition and Execution
Budapest, July 22, 2025
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30
minute read
Databricks Data + AI Summit 2025: Key Announcements
Budapest, June 24, 2025
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8
minute read
Lakebase, Agent Bricks, and the Future of the Lakehouse: Highlights from Databricks Data+AI Summit 2025 Day 1
Budapest, June 13, 2025
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2
minute read
DATAPAO Named One of Europe’s Fastest Growing Companies by the Financial Times
Budapest, March 4, 2025
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2
minute read
DATAPAO Named Databricks EMEA Emerging Partner of the Year, cementing its position as a Databricks data migration and consulting partner
Budapest, June 11, 2024
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4
minute read
Adapt or fall behind: a review of the Databricks executive survey on AI and its use
Understand how 600 tech leaders think about AI and find out how to future-proof your business before adopting the emerging tech.
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5
minute read
Cloud Migration Case Studies
Discover three real-life case studies of companies DATAPAO has helped right here.
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5
minute read
Smart Migration to the Cloud: Everything You Want to Know
Cloud data infrastructure can boost innovation and optimize operations for any company. But how do you migrate smartly?
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4
minute read
Big Bang vs Trickle: Data Migration Approaches Head-to-Head
Which is better for your migration project? Find out right here!
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4
minute read
Data Migration 101: Why Migrate to the Cloud?
Discover exactly how migrating to the cloud can improve a company and help it grow.
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21
minute read
Snowflake vs. Databricks: A Comprehensive Guide
Understanding the two most popular cloud-based data platforms helps to make an informed decision.
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5
minute read
Cloud Migration Process: Breaking Down the Cloud Data Migration Lifecycle
We break down the stages of migrating your data infrastructure to the cloud, step by step.
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4
minute read
Why You Should Choose Databricks Over Snowflake to Achieve Your Data Vision
Find out how DATAPAO helped a fintech realize its data vision with the right architecture.
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9
minute read
Cloud Data Migration Strategies: The 5Rs and When to Use Them
Discover the 5 cloud data migration strategies & pros and cons for each.
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