Practical insights, guides and perspectives from the Actiknow team.
Understand what dbt and analytics engineering add to a modern warehouse: tested transformations, version control, lineage, deployment workflows and governed business logic.
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Compare change data capture vs batch sync across latency, source load, recovery, complexity, cost and reliability to choose the right data refresh architecture.
12 min read · 1 OctLearn how to build a Salesforce to Snowflake data pipeline with reliable incremental syncs, delete handling, formula-field logic, permissions, reconciliation, and finance-ready controls.
10 min read · 1 OctCompare Fivetran with custom ETL and ELT pipelines across cost, connector coverage, schema changes, reliability, observability, control, and engineering ownership.
13 min read · 1 OctA practical executive guide to BigQuery cost optimization, comparing on-demand queries with capacity pricing, reservations, autoscaling, partitioning, and governance.
9 min read · 30 SepTalk to our team about data, analytics and custom software.