Gradient

“Why Did This Happen?” New Horizons in Root Cause Analysis

When faced with critical questions beginning with “why”, businesses find themselves dealing with matters of causality.

Causality as a field of study is the pursuit of root causes and causal relationships, trying to identify the connection between different factors and explaining certain anomalies or changes. It helps provide a scientific, data-driven basis for decision-making, enables impact evaluation and, among others, promotes the successful introduction of products and processes.

Get this white paper to

  • get a firm grip on the basics of causality analysis;
  • understand the most prominent causality methods, their limitations
    and drawbacks;
  • learn about the DoWhy library and how it unlocks unparalleled power for causality analysis.

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Enterprise-Scale AWS Cloud Migration

Our client, a Fortune 50 energy company needed to migrate all their existing data and analytics platforms to Amazon Web Services and redesign the existing architecture to leverage AWS-native technologies. This was an initiative to optimize performance and reduce long-term operation costs by taking advantage of recent advancements with AWS cloud-native solutions.

AWS Cloud Migration

A proven framework for flexible and effective enterprise-scale migration, supported by customizable proprietary automation tools to enable clients to quickly realize the benefits of the cloud and fully leverage AWS-native solutions and services to achieve operational efficiency and competitive advantage.

Azure Data Lake

We design and implement data lakes to analyze data in distinct ways, gain insights and create value out of the data your organization generates and imports. Our standard BI Data lake solution implemented on Microsoft Azure platform is based on Lambda Architecture providing flexibility to process either structured data coming from traditional SQL databases or semi/non-structured data ingested from IoT devices, logs, documents.

Data Marketplace Architecture

A leading investment management firm improved the performance of its data marketplace with a new architecture leveraging Snowflake and dbt.