Resources

Blog

‘Shift-left’ reduces cloud cost by 50% for a Fortune 500 insurance firm

While cloud adoption continues to accelerate, with 36% of enterprises spending more than $12 million per year on public clouds, businesses are looking for ways to optimize their...

Case Study

Data platform modernization on AWS significantly reduces passenger wait time for a major US airline

Established a futuristic data platform on AWS with integrated analytics, built-in governance, and intelligent data profiling capabilities

Webinar

Enable a holistic view across your DevOps toolchains

Enterprises typically rely on numerous metrics and dashboards to monitor the health and performance of their DevOps initiatives.

Case Study

SQL server to AWS data warehouse modernization with zero production downtime

A Canadian weather information and media company wanted to modernize their data and analytics infrastructure to enable a single source of truth across the enterprise.

E-Book

Cloud-native transformation for ETL, analytics, and data warehouse

Explore different strategies for moving legacy workloads to the cloud.

Case Study

30% performance improvement by converting Netezza and Informatica to Azure-Databricks stack

140 Informatica ETL scripts transformed using automation and operationalized in 16 weeks

Solution Brief

Automated transformation of DataStage ETL to a cloud-native equivalent or PySpark

Enterprises are looking to move from DataStage because of the high cost of ownership, complex code, limited documentation, and complex set up process.

Webinar

Operationalize Kubernetes on cloud or on-premise with speed and reliability

Kubernetes has rapidly emerged as the industryʼs de-facto platform for automating deployment, scaling, and management of containerized applications.

Case Study

Automated migration from Netezza to AWS for a Fortune 500 mortgage lender

Lowered operational cost and improved data visibility across the enterprise

Blog

This year's top three trends for data and analytics leaders

The unprecedented events of 2020 have profoundly impacted and accelerated technology trends across the world. COVID-19 brought digital transformation center stage, driving...

Webinar

Modernize your Hadoop ecosystem: Strategies and recommendations for the cloud

While modernizing Hadoop-based platforms is a major priority for businesses, they face several challenges throughout the journey.

Webinar

Accelerate your data estate modernization journey

Join our ET Unwired session and learn how you can fast-track data warehouse migration to Microsoft Azure with a high degree of automation across the lifecycle.

Blog

Delivering excellence: An airline’s critical modernization initiative involving 6 billion transactions

A unified view of enterprise data is an essential building block for making an informed decision. However, a single version of truth continues to elude the enterprise due to...

Webinar

Ensure successful data ingestion on the cloud: Strategies for 2021

Despite investing heavily in infrastructure and solutioning, enterprises often struggle to efficiently process their data on the cloud and derive value from it.

Case Study

Operationalized a highly available Azure-based data platform to migrate a legacy system

A US-based healthcare software and services provider wanted to create an alternate Azure IaaS platform to replicate their existing data model from an on-premises SQL Server.

Blog

Enabling enterprise-grade Kubernetes security for a Fortune 100 credit card company

Containers and microservices are driving enterprise IT innovation and digital transformation across industries.

Webinar

Featuring WANdisco: Simplify big data migration and workload transformation to the cloud

Address the challenges of large-scale migration with WANdisco and Impetus.

Case Study

An AI-based predictive maintenance analytics solution for a multinational automaker

Pre-emptive fault prediction can help manufacturers avoid business losses and is therefore gaining importance across all industries.

Case Study

Real-time business activity monitoring using StreamAnalytix

Business activity monitoring (BAM) provides end-to-end visibility of business processes, enabling enterprises to make better-informed decisions and quickly address problem areas....

Case Study

Power massive scale, real-time data processing by modernizing legacy ETL frameworks

To power real-time decision making on large data sets, enterprises need an expert team, high-performing hardware systems, and a scalable ETL solution that can accelerate...

Case Study

20% SLA improvement by modernizing Teradata workloads on Azure

A global enterprise technology provider for banking, retail, and hospitality industries wanted to convert their Teradata workloads to Scala/SparkSQL code to run on Azure...

Blog

Simplify big data migration and workload transformation to the cloud

As enterprises struggle with poor data reliability, unscalable infrastructure, management complexities, excessive maintenance overheads, and unrealized value, they are looking to...

E-Book

A modern approach to containerization in a cloud-first world

Build and operationalize applications with greater ease, speed, and agility

Blog

Key pillars of successful application migration to the cloud

No matter what business you are in, cloud migration can be a daunting proposition. From choosing the right service provider to deciding a hosting strategy and selecting pricing...

Webinar

Enable a holistic view across your DevOps toolchains

Enterprises typically rely on numerous metrics and dashboards to monitor the health and performance of their DevOps initiatives.

Webinar

Operationalize Kubernetes on cloud or on-premise with speed and reliability

Kubernetes has rapidly emerged as the industryʼs de-facto platform for automating deployment, scaling, and management of containerized applications.

Webinar

Modernize your Hadoop ecosystem: Strategies and recommendations for the cloud

While modernizing Hadoop-based platforms is a major priority for businesses, they face several challenges throughout the journey.

Webinar

Accelerate your data estate modernization journey

Join our ET Unwired session and learn how you can fast-track data warehouse migration to Microsoft Azure with a high degree of automation across the lifecycle.

Webinar

Ensure successful data ingestion on the cloud: Strategies for 2021

Despite investing heavily in infrastructure and solutioning, enterprises often struggle to efficiently process their data on the cloud and derive value from it.

Webinar

Featuring WANdisco: Simplify big data migration and workload transformation to the cloud

Address the challenges of large-scale migration with WANdisco and Impetus.

Webinar

Operationalize migrated cloud-native ETL and analytics

The successful operationalization of migrated workloads on the cloud helps enterprises lower their total cost of ownership (TCO), get timely insights, and realize various other...

Webinar

Simplify Spark-based ETL workflows on the cloud

Learn how you can visually design and manage Spark-based workflows by using StreamAnalytix on popular cloud platforms like AWS, Azure, and Databricks

Webinar

Fast-track application deployment using containers on cloud and on-premise

Learn how to accelerate the delivery of containerized applications and shorten your release cycle using a smart approach

Webinar

Eliminate cybersecurity threats using data analytics - Build a resilient enterprise during COVID-19

The current pandemic situation has fueled an unprecedented rise in digital transactions across the globe. This has led to a surge in cyberattacks and malicious online activities....

Webinar

Optimizing massive workloads to meet business SLAs on modern data platforms

Identify and eliminate performance bottlenecks leveraging an intelligent approach

Webinar

3 marketing success stories leveraging hyper-personalization

Across industries, understanding customer needs is the key to effective marketing.

Webinar

Modern cloud-based ETL – Trends, use cases, and solutions

Looking to replace legacy ETL with a cloud-based stack, but unsure about performance and cost in the new environment?

Webinar

Next-best-action marketing analytics

Learn how a Fortune 100 enterprise used automation for upselling and customer retention

Webinar

Accelerate your journey from data to decisions - A Unified analytics platform for ETL, ML, and BI

Real-time insight-driven decision-making is a key enabler for enterprise digital transformation. But traditional ETL tools face multiple challenges in collecting, cleansing, and...

Webinar

A leading bank's analytics transformation journey to the cloud

Embracing the right approach and best practices for a seamless transition The banking industry has been leveraging the cloud for its unmatched scalability, elasticity, and...

Webinar

The fastest way to convert ETL, analytics, and data warehouse to AWS

Amazon Web Services (AWS) delivers next-gen information architecture to quickly deploy end-to-end cloud analytics and data warehousing solutions.

Webinar

Keys to ensuring airtight security in the cloud

Protect the confidentiality, integrity, and availability of your customers’ data and applications With 94% of enterprises already using a cloud service, it is evident that cloud...

E-Book

Cloud-native transformation for ETL, analytics, and data warehouse

Explore different strategies for moving legacy workloads to the cloud.

E-Book

A modern approach to containerization in a cloud-first world

Build and operationalize applications with greater ease, speed, and agility

White Paper

Modernizing legacy ETL platforms

Migrate your existing ETL workflows to a modern Spark-based infrastructure with a self-service data analytics platform in 3 easy steps – assessment, conversion, and validation.

White Paper

Build and operationalize machine learning models

Seamless training, testing, scoring, and model management with StreamAnalytix

E-Book

10 key considerations to build a sustainable and robust data lake on the cloud

In today’s dynamic business landscape, enterprises are increasingly looking to create cloud-based data lakes in order to realize greater speed, scalability, agility, and other...

White Paper

Transform Ab Initio ETL workloads to the cloud or Spark

Leading companies across industries have been using Ab Initio to solve the most complex data processing problems. However, advanced cloud platforms are now challenging Ab Initio’s...

White Paper

Automated transformation of ETL, data warehouse, and analytics to Snowflake

Traditional data warehouses are constrained by performance, scalability, and elasticity issues. Enterprises are increasingly moving to the next-generation cloud data warehouses...

White Paper

Accelerate Apache Spark Development and Operations

Enterprises are increasingly adopting Spark for tasks ranging from ingestion, ETL, and data processing to advanced analytics and machine learning. But despite its growing...

White Paper

Enterprise 360: Propelling the Data-driven Enterprise with a Unified View

As businesses continue to grow, existing enterprise data warehouses are faced with the challenge of storing and synthesizing increasing data volumes. Legacy platforms are neither...

White Paper

Transforming customer 360 for the connected consumer

Massive volumes of customer data are being generated every second. To derive valuable insights from these real-time data streams, businesses must first be able to access a unified...

White Paper

Harnessing IoT data in an always-connected world

As the Internet of Things generates incessant data, organizations need smarter and more efficient ways to manage and process fast-growing data volumes.

White Paper

Integration of Cloudera Navigator Enables Data Governance with StreamAnalytix

Ensuring that the data is well managed, secure, and accessible are some of the critical requirements for organizations relying on data as a core asset for decision making....

White Paper

StreamAnalytix Lite narrows the Spark talent gap -Ovum Analyst Research Note

Spark has eclipsed MapReduce as the preferred processing engine in the enterprise due to its speed, real-time data processing capabilities, and utility in machine learning...

White Paper

Top 6 Considerations for a Streaming Analytics Platform

All data is first generated in real-time, be it financial transactions, sensor data, web clickstreams, geolocation data, weather reports, market data, social media, and other...

White Paper

Guide to Real-time Anomaly Detection for Enterprise Data

Anomaly detection forms an essential component of real-time analytics, which help enterprises gain significant actionable insights across a wide variety of application domains....

White Paper

IoT: The Trigger for Streaming Analytics

An Ovum white paper for Impetus StreamAnalytix The Internet of Things (IoT) is becoming ubiquitous. More than just a curious trend, enterprises have a huge stake in harnessing...

White Paper

Getting Real Value from Real-Time Streaming Analytics

Enterprises and IoT applications can benefit immensely from real-time streaming analytics by visualizing the business in real-time, cutting preventable losses, detecting urgent...

White Paper

Real-Time Streaming Analytics

Here is a one stop source for all that you wanted to learn about real-time streaming analytics. This comprehensive guide explores the genesis of streaming analytics and the...

Solution Brief

Automated transformation of DataStage ETL to a cloud-native equivalent or PySpark

Enterprises are looking to move from DataStage because of the high cost of ownership, complex code, limited documentation, and complex set up process.

Solution Brief

Manage modern data platforms on cloud or on-premise with AI-driven DevOps

Learn how you can take advantage of our customized cloud services, innovative automation levers, advanced monitoring tools, and security best practices to seamlessly manage...

Solution Brief

Intelligent and automated transformation of your enterprise data warehouse to Google Cloud Platform (GCP)

As a modern cloud platform, GCP empowers enterprises with improved scalability, greater elasticity, and reduced costs. However, the modernization journey can be time-consuming and...

Solution Brief

Build a high-performing data ecosystem for ETL, ML, and BI — Accelerated and Unified

Transform the decision-making capabilities of your business with accelerated insights from all your data. Our end-to-end solution helps you build a single, integrated pipeline to...

Data Sheet

Rearchitect your legacy workloads to AWS

As a modern cloud platform, AWS empowers enterprises with improved scalability, greater elasticity, and reduced costs. However, the journey of modernization can be time-consuming...

Solution Brief

Leveraging continuous integration, delivery, and deployment (CI/CD) in StreamAnalytix

Continuous Integration and Delivery (CI/CD) is a set of automated SDLC practices and methods that enable frequent and error-free releases of change in code or data, with extensive...

Solution Brief

Intelligent and automated transformation of your enterprise data warehouse to Snowflake — The cloud data platform

Enterprises moving to Snowflake can experience benefits such as full SQL support, serverless architecture, strong partnerships with BI and ETL tools, and ease of maintenance....

Solution Brief

Intelligent and automated transformation of SAS analytic workloads to a cloud-native stack or Spark

Is your organization looking to reduce its dependence on the SAS platform? Offloading your SAS workloads to a distributed processing paradigm will help you cut costs while...

Data Sheet

Ab Initio ETL Transformation to Cloud

Out-of-the-box ETL transformation accelerators Need to transform your ETL workloads from legacy data warehouses to big data and cloud? It can be complicated, tedious, and error-...

Solution Brief

Intelligent and automated transformation of your enterprise data warehouse to Microsoft Azure

Are you looking to transform your ETL workloads from legacy data warehouses to the cloud? What if you could do it through an automated approach, with a 75% reduction in time-to-...

Solution Brief

Automated transformation from Teradata to a cloud-native stack or modern data platform

Migrating specific Teradata file formats like BTEQ, TPT, MultiLoad, FastLoad, and FastExport is a complex task.

Solution Brief

Transform Netezza workloads to a cloud-native stack or modern data platform – Automatically

Netezza scripts contain hundreds of conditional statements (logic), macros, procedural statements, and outputs, migrating all of which is a complex task. Therefore, enterprises...

Solution Brief

ML-based workload assessment and recommendations for ETL, data warehouse, and analytics transformation

The first step to full-scale data platform modernization is workload assessment, which includes both enterprise data warehouse (EDW) and extract, transform, load (ETL) assessment...

Solution Brief

Automated transformation to cloud-native or on-premise modern platforms

Need to transform your ETL, data warehouse, and analytics to a cloud-native or on-premise modern data platform, but wondering

Solution Brief

The data flow platform for ETL, analytics, and machine learning on the cloud

Visually build and deploy streaming and batch processing use cases rapidly, with the best-of-breed open source technologies, both on-premise and in the cloud.

Case Study

Data platform modernization on AWS significantly reduces passenger wait time for a major US airline

Established a futuristic data platform on AWS with integrated analytics, built-in governance, and intelligent data profiling capabilities

Case Study

SQL server to AWS data warehouse modernization with zero production downtime

A Canadian weather information and media company wanted to modernize their data and analytics infrastructure to enable a single source of truth across the enterprise.

Case Study

30% performance improvement by converting Netezza and Informatica to Azure-Databricks stack

140 Informatica ETL scripts transformed using automation and operationalized in 16 weeks

Case Study

Automated migration from Netezza to AWS for a Fortune 500 mortgage lender

Lowered operational cost and improved data visibility across the enterprise

Case Study

Operationalized a highly available Azure-based data platform to migrate a legacy system

A US-based healthcare software and services provider wanted to create an alternate Azure IaaS platform to replicate their existing data model from an on-premises SQL Server.

Case Study

An AI-based predictive maintenance analytics solution for a multinational automaker

Pre-emptive fault prediction can help manufacturers avoid business losses and is therefore gaining importance across all industries.

Case Study

Real-time business activity monitoring using StreamAnalytix

Business activity monitoring (BAM) provides end-to-end visibility of business processes, enabling enterprises to make better-informed decisions and quickly address problem areas....

Case Study

Power massive scale, real-time data processing by modernizing legacy ETL frameworks

To power real-time decision making on large data sets, enterprises need an expert team, high-performing hardware systems, and a scalable ETL solution that can accelerate...

Case Study

20% SLA improvement by modernizing Teradata workloads on Azure

A global enterprise technology provider for banking, retail, and hospitality industries wanted to convert their Teradata workloads to Scala/SparkSQL code to run on Azure...

Case Study

Cable television giant accelerates and de-risks workload transformation using automation

Enhances productivity by automating transformation of complex Netezza procedures to a big data platform

Case Study

Fortune 500 healthcare service provider prevented a legacy data lake renewal with Google Cloud Platform

Reduced time-to-market and operations cost for CDH data lake migration to cloud data lake

Case Study

A future-proof, centralized data warehouse with Snowflake on Azure

Data ingestion from complex sources like SAP Hana to create a single source of truth

Case Study

Powering one of the world’s fastest DNS service providers

Powering one of the world’s fastest DNS service providers Oracle replaced with a scalable AWS solution resulting in 10x resolution capacity and 20x domain hosting capacity

Case Study

Enabled 2x faster application deployment with AWS Kubernetes

Digital customer journey experience company reduced bootstrap time significantly

Case Study

A centralized data lake on the cloud enabled a single source of truth with real-time integration of sources

A leader in digital solutions for enhancing customer journeys implemented a data lake on AWS resulting in 60% infrastructure cost reduction and improved application performance by...

Case Study

E-learning platform rearchitected on AWS to support global expansion

Automated DevOps and operationalized a serverless, secure platform

Case Study

Operationalized an AWS-based next-gen fault detection platform for an IoT solutions provider

A cost-effective, highly available, and fault-tolerant data analytics solution for smart manufacturing

Case Study

Single source of truth from 500+ data feeds - Fortune 500 firm implemented an enterprise data lake on cloud (AWS)

A scalable, one-click data ingestion solution for data pipelines and use cases with built-in robust security, governance, and metadata management

Blog

10/19/2021

‘Shift-left’ reduces cloud cost by 50% for a Fortune 500 insurance firm

While cloud adoption continues to accelerate, with 36% of enterprises spending more than $12 million per year on public clouds, businesses are looking for ways to optimize...

Blog

05/11/2021

This year's top three trends for data and analytics leaders

The unprecedented events of 2020 have profoundly impacted and accelerated technology trends across the world. COVID-19 brought digital transformation center stage, driving...

Blog

03/26/2021

Delivering excellence: An airline’s critical modernization initiative involving 6 billion transactions

A unified view of enterprise data is an essential building block for making an informed decision. However, a single version of truth continues to elude the enterprise due to...

Blog

03/12/2021

Enabling enterprise-grade Kubernetes security for a Fortune 100 credit card company

Containers and microservices are driving enterprise IT innovation and digital transformation across industries.

Blog

02/15/2021

Simplify big data migration and workload transformation to the cloud

As enterprises struggle with poor data reliability, unscalable infrastructure, management complexities, excessive maintenance overheads, and unrealized value, they are looking...

Blog

01/12/2021

Key pillars of successful application migration to the cloud

No matter what business you are in, cloud migration can be a daunting proposition. From choosing the right service provider to deciding a hosting strategy and selecting pricing...

Blog

12/29/2020

Ten best practices for containerization on the cloud

By 2022, more than 75% of global organizations will be running containerized applications. – Gartner Inc.

Blog

12/08/2020

AI-enabled DevOps: Reimagining enterprise application development

Today, advances in artificial intelligence (AI) and machine learning (ML) have opened up significant application possibilities, from sensor-driven weather prediction to...

Blog

10/15/2020

Building secure serverless microservices rapidly using AWS

Enhanced application availability, improved performance, faster time-to-market, and easy scalability have made microservices a popular architectural choice for enterprises.

Blog

10/12/2020

Self-service ingestion: The key to creating a unified, scalable, cloud data lake

Enterprises are increasingly leveraging cloud-based data lakes to run large-scale analytics workloads and tap data-driven insights for better decision making. Cloud-based data...

Blog

09/07/2020

Data ingestion and preparation with Snowflake on Azure

Snowflake is a popular cloud data warehouse choice for scalability, agility, cost-effectiveness, and a comprehensive range of data integration tools. Enterprises prefer...

Blog

07/22/2020

A holistic approach to securing data in a cloud-based data lake

Data-driven decision-making is a key driver for enterprises in their digital transformation journey. Businesses are now switching to scalable, unified data storage repositories...

Blog

07/20/2020

StreamAnalytix 4.4.0 release – Powerful enhancements for ETL workload transformation, CDC, Google Cloud support, and more

The latest release of Impetus’ self-service data and analytics platform, StreamAnalytix, offers a host of power-packed updates aimed at empowering users with greater speed,...

Blog

07/11/2020

Enabling a unified data storage architecture through data lakes, warehouses, and marts

Enterprises across industries are looking for a scalable, flexible, and adaptable data storage solution that supports a multitude of use cases, delivers real-time insights, and...

Blog

07/08/2020

StreamAnalytix Cloud – Your next-generation tool for self-service ETL and machine learning

Impetus’ StreamAnalytix Cloud is fast transforming the industry’s extract, transform, load (ETL) landscape. Enterprises can now effortlessly build ETL flows on the cloud,...

Blog

06/04/2020

Building serverless ETL pipelines on AWS

Technological advancements in the past decade have transformed the software development landscape significantly. Cloud services like Infrastructure-as-a-Service (IaaS) and...

Blog

04/22/2020

Key considerations for moving ETL workloads and enabling self-service ETL on cloud

The exponential growth of data across industries is fuelling the evolution of extract, transform, and load (ETL) processes. However, traditional on-premise environments are...

Blog

04/01/2020

5 building blocks of security and governance on AWS Cloud

Through 2025, 99% of cloud security failures will be the customer’s fault. - Gartner
...

Webinar

Enable a holistic view across your DevOps toolchains

Enterprises typically rely on numerous metrics and dashboards to monitor the health and performance of their DevOps initiatives.

Webinar

Automated EDW assessment and actionable recommendations for moving analytics to the cloud

Assessing analytical workloads is the first step towards successful cloud migration. However, an assessment typically provides a non-actionable list of inventories.

E-Book

Cloud-native transformation for ETL, analytics, and data warehouse

Explore different strategies for moving legacy workloads to the cloud.

Webinar

Live Demo: Accelerate data warehouse and analytics transformation to Azure

Experience the power of ML-based automated transformation to Microsoft Azure.

Webinar

Live Demo: Risk-free automated code transformation to a Databricks-native stack

Witness the magic of ML-based automated transformation from any legacy source to a Databricks-native platform – in minutes.

Solution Brief

Automated transformation of DataStage ETL to a cloud-native equivalent or PySpark

Enterprises are looking to move from DataStage because of the high cost of ownership, complex code, limited documentation, and complex set up process.

Webinar

Live Demo: Automated, risk-free migration from Oracle to Amazon Redshift

Witness the magic of ML-based automated transformation from Oracle to Amazon Redshift – in minutes.

Webinar

Operationalize Kubernetes on cloud or on-premise with speed and reliability

Kubernetes has rapidly emerged as the industryʼs de-facto platform for automating deployment, scaling, and management of containerized applications.

Webinar

Modernize your Hadoop ecosystem: Strategies and recommendations for the cloud

While modernizing Hadoop-based platforms is a major priority for businesses, they face several challenges throughout the journey.

Webinar

Automate your entire migration lifecycle to AWS

Get a first-hand experience of ML-based automated transformation to a native or third-party stack on AWS.

Webinar

Live Demo: Accelerate data warehouse and analytics transformation to Azure

Experience the power of ML-based automated transformation to Microsoft Azure.

Webinar

American Express partner session - Part 1: <br>Plan your legacy migration to modern platforms using an intelligent assessment

The first step to full-scale data platform modernization is an intelligent workload assessment, which profiles your entire inventory, analyzes performance, and helps identify...

Webinar

Ensure successful data ingestion on the cloud: Strategies for 2021

Despite investing heavily in infrastructure and solutioning, enterprises often struggle to efficiently process their data on the cloud and derive value from it.

Webinar

Transform your data warehouse from Oracle to Snowflake - Automatically.

Experience the power of ML-based transformation from Oracle to Snowflake. Learn how you can simplify, accelerate, and de-risk data warehouse migration by automating the conversion...

Webinar

Accelerate data warehouse and analytics transformation to Azure

Experience the power of ML-based automated transformation to Microsoft Azure.

Webinar

Featuring WANdisco: Simplify big data migration and workload transformation to the cloud

Address the challenges of large-scale migration with WANdisco and Impetus.

Webinar

Accelerate your data estate modernization journey

Join our ET Unwired session and learn how you can fast-track data warehouse migration to Microsoft Azure with a high degree of automation across the lifecycle.

E-Book

A modern approach to containerization in a cloud-first world

Build and operationalize applications with greater ease, speed, and agility

Webinar

Live Demo : Automate your entire migration lifecycle to AWS

Get a first-hand experience of ML-based automated transformation to a native or third-party stack on AWS.

Webinar

Live Demo : Automate your entire migration lifecycle to AWS

Get a first-hand experience of ML-based automated transformation to a native or third-party stack on AWS.

Webinar

Fast-track application deployment using containers on cloud and on-premise

Learn how to accelerate the delivery of containerized applications and shorten your release cycle using a smart approach

Webinar

Ensure successful data ingestion on the cloud: Strategies for 2021

Despite investing heavily in infrastructure and solutioning, enterprises often struggle to efficiently process their data on the cloud and derive value from it.