Federated Analytics vs Data Warehouse
Whether to federate queries across live sources or centralize data in a warehouse first comes down to latency tolerance, join size, and compliance…
August 9, 2026
KNOWI BLOG · CATEGORY
Data Architecture
Data mesh, data fabric, modern data stack, and data engineering patterns for analytics teams.
LATEST ARTICLES
Newest first
Secure analytics for sensitive PII data
Secure PII analytics under GDPR, CCPA/CPRA, and PCI DSS comes down to four questions: which regulations the exact service covers, whether a signed…
August 5, 2026
Best Semantic Layer Tools in 2026 (Compared)
The leading semantic layer tools in 2026 include dbt Semantic Layer, Cube, and AtScale for vendor-neutral deployments, plus Snowflake Semantic Views and Databricks Metric Views for teams standardized on a single warehouse. For
June 26, 2026
Why Semantic Layers Are Replacing Traditional Data Warehouses in 2026
Semantic layers eliminate ETL complexity, reduce costs by 70%, and deliver instant insights. Learn why enterprises are ditching data warehouses.
August 4, 2025
The Data Stack Story: Modern Data Stack – a Modern Mess?
Modern Data Stack evolved to fix old problems, only to create new, bigger ones. Explore the messy journey of data evolution in this blog.
April 25, 2024
Understanding Data Mesh, principles and implementation
Learn about Data Mesh, a strategic framework that is reshaping how businesses approach data architecture, management, and analytics.
March 20, 2024
Modern Data Stack: Past, Present, & Future!
A group of technologies that comprise a data pipeline is referred to as the modern data stack. It enables businesses to gather data from multiple data sources, push it into a data warehouse, and connect the data warehouse to a business intelligence tool for tasks like data visualization to speed up decision-making.
February 25, 2024
10 DATA SECURITY CHALLENGES & SOLUTIONS IN CLOUD COMPUTING
Cloud data security challenges include misconfigured storage buckets, unauthorized access, insider threats, API vulnerabilities, and inadequate visibility into who is accessing what data. This guide
May 1, 2022
9 DATA MANAGEMENT ISSUES IN HEALTHCARE COMPANIES
There are plenty of data management issues in healthcare. From overwhelming amounts of information to fragmented data, it’s become a great challenge to collect, organize, and interpret every statistic that is tediously gathered by healthcare teams.
March 22, 2022
Will Cockroaches and Data Silos Be the Only Things Left? Part II
Data Services is the Answer! Yes, but… In our last post, we talked about using a data warehouse strategy as one of the ways to
February 23, 2019
LIVE DEMO
Want to See Knowi in Action?
Connect your databases, run cross-source joins, and ask questions in plain English. No warehouse required.