Practical insights, guides and perspectives from the Actiknow team.
Learn how slowly changing dimensions affect historical customer, product, territory and ownership reporting, and how to choose Type 1, Type 2 or snapshot patterns.
12 min read · 12 OctLearn what bronze, silver and gold data layers actually achieve, when medallion architecture improves BI, and when a smaller analytics estate should use a simpler…
11 min read · 12 OctCompare lakehouse and data warehouse architectures for mid-market analytics across BI, unstructured data, skills, governance, cost and operating complexity.
13 min read · 12 OctA CTO guide to Apache Iceberg covering interoperability, storage ownership, schema and partition evolution, catalogs, governance, maintenance and when simpler warehouse tables are better.
11 min read · 12 OctLearn when BigQuery continuous queries fit near-real-time processing, their limits, reservation and identity requirements, and when Dataflow or another streaming architecture is still better.
12 min read · 12 OctTalk to our team about data, analytics and custom software.