- Feature Engineering in Snowflake: Preparing Data for Machine Learning
Feature engineering transforms raw data into ML-ready inputs. Snowflake provides native SQL functions and Snowpark tools to do this without leaving the warehouse.
9 min - Project Snowwork: Snowflake AI for Business Users
Project Snowwork is Snowflake's autonomous AI platform for knowledge workers. Here is why it matters and what data teams should be watching as it develops.
7 min - Building a True Lakehouse with Snowflake Postgres and pg_lake
Snowflake Postgres and the pg_lake extension let you run OLTP workloads and analytical queries on the same Iceberg data layer — without copying data.
7 min - The EU AI Act in 2026: What Data and Engineering Teams Must Know
The EU AI Act is now enforcing real obligations. Here is what engineering and data teams need to understand about AI compliance, risk categories, and data governance.
8 min - Advanced Architecture Considerations: Data Meets Enterprise
Explore advanced considerations at the intersection of data and enterprise architecture. Learn about canonical data models, governance frameworks, integration patterns, multi-tenancy strategies, and how to balance standardisation with innovation at enterprise scale.
19 min - Data and Enterprise Architecture Fundamentals: Where to Begin
A practical guide for data professionals transitioning into architectural thinking. Learn why understanding both data architecture and enterprise architecture matters, where to start, and how these domains interconnect to create effective solutions at scale.
11 min - Moving from Delta Lake to Apache Iceberg: An Enterprise Interoperability Perspective
Strategic and technical guidance for enterprise data leaders considering migration from Delta Lake to Apache Iceberg. Explores why interoperability matters in large organisations and how Iceberg enables multi-engine analytics, vendor neutrality, and future-proof data architecture.
13 min - When (and When Not) to Use Snowflake’s External Tables
This article explores when to use Snowflake’s external tables, covering supported file formats, benefits, limitations, example SQL, and a decision-making framework to help avoid common anti-patterns.
4 min