Posts

Showing posts from October, 2025

What Data Models Need to Change When Migrating to Looker?

As enterprises embrace modern BI platforms, migrating from legacy systems like IBM Cognos to Google Looker has become a key step in transforming their analytics ecosystem. While the benefits—such as faster reporting, cost reduction, and centralized data management—are clear, one critical aspect that determines migration success is the data model transformation. At Squareshift, our certified Looker experts help businesses redesign their data models to fully leverage Looker’s semantic layer and self-service capabilities. Understanding Data Model Transformation in Looker Unlike Cognos, which relies on pre-aggregated reports and static metadata models, Looker uses a semantic modeling layer called LookML . This allows organizations to define reusable logic for metrics, joins, and data relationships directly in code. When migrating, companies need to revisit their: Data structures – Flatten overly complex hierarchies and ensure compatibility with SQL-based data warehouses. Relationships and...

Steps to Implement Hyperautomation Successfully in Your Organization

In today’s fast-paced digital landscape, organizations are increasingly adopting hyperautomation to enhance operational efficiency, reduce costs, and drive data-driven decision-making. Hyperautomation involves the integration of advanced technologies such as Robotic Process Automation (RPA), Artificial Intelligence (AI), Machine Learning (ML), and analytics to automate complex business processes. WNS-Vuram , a leader in enterprise automation, offers comprehensive solutions to guide organizations through the successful implementation of hyperautomation. Understanding Hyperautomation Hyperautomation extends traditional automation by incorporating intelligent technologies to automate end-to-end business processes. It enables organizations to: Automate Complex Processes: Beyond simple task automation, hyperautomation addresses intricate workflows across departments. Enhance Decision-Making: AI and ML provide insights that inform strategic decisions. Improve Accuracy and Speed: Automatio...