Alternatives to Impetus

A powerful iPaaS platform for integration and business process automation. Linx is a powerful integration platform (iPaaS) that enables organizations to connect all their data sources, systems, and applications. The platform is known for its programming-like flexibility and the resulting ability to handle complex integrations at scale. It is a popular choice for growing businesses looking to embrace a unified integration strategy.

The most accurate, complete, and timely data provides the best insight. Minitab Connect empowers data users across the enterprise with self service tools to transform diverse data into a network of data pipelines that feed analytics initiatives, foster collaboration and foster organizational-wide collaboration. Users can seamlessly combine and explore data from various sources, including databases, on-premise and cloud apps, unstructured data and spreadsheets. Automated workflows make data integration faster and provide powerful data preparation tools that allow for transformative insights. Data integration tools that are intuitive and flexible allow users to connect and blend data from multiple sources such as data warehouses, IoT devices and cloud storage.

IRI Voracity is an end-to-end software platform for fast, affordable, and ergonomic data lifecycle management. Voracity speeds, consolidates, and often combines the key activities of data discovery, integration, migration, governance, and analytics in a single pane of glass, built on Eclipse™. Through its revolutionary convergence of capability and its wide range of job design and runtime options, Voracity bends the multi-tool cost, difficulty, and risk curves away from megavendor ETL packages, disjointed Apache projects, and specialized software. Voracity uniquely delivers the ability to perform data: * profiling and classification * searching and risk-scoring * integration and federation * migration and replication * cleansing and enrichment * validation and unification * masking and encryption * reporting and wrangling * subsetting and testing Voracity runs on-premise, or in the cloud, on physical or virtual machines, and its runtimes can also be containerized or called from real-time applications or batch jobs.

Rivery’s ETL platform consolidates, transforms, and manages all of a company’s internal and external data sources in the cloud. Key Features: Pre-built Data Models: Rivery comes with an extensive library of pre-built data models that enable data teams to instantly create powerful data pipelines. Fully managed: A no-code, auto-scalable, and hassle-free platform. Rivery takes care of the back end, allowing teams to spend time on mission-critical priorities rather than maintenance. Multiple Environments: Rivery enables teams to construct and clone custom environments for specific teams or projects. Reverse ETL: Allows companies to automatically send data from cloud warehouses to business applications, marketing clouds, CPD’s, and more.

All the Azure migration tools and guidance that you need to plan, implement and monitor your move to cloud computing. A central dashboard provides intelligent insights and allows you to track your progress. Support for key migration scenarios across servers and data, web apps, databases, web applications, virtual desktops, and servers. Azure and its partner tools enable comprehensive discovery, assessment, as well as migration capabilities. A centralized migration repository that provides end-to-end tracking, insights, and insight. Cost-effective migration with Azure cost optimization tools and features. The progress dashboard and guided experience guide you through the discovery, assessment, as well as migration phases for different business areas. With built-in insights, recommendations and recommendations, you can make the best migration decisions. Migration tools that allow you to move quickly and easily are included in your Azure subscription.

Microsoft and Intel have only recommended PCmover®, Enterprise. It will save you hours of IT time and resources during your PC hardware and OS updates - more than $300 per computer according to industry research Large organizations and enterprises can save up to 60% on both hard- and soft costs by using PCmover®. It is Microsoft's only recommended solution for migration. It can be used for any type of transfer scenario - break/fix, ongoing computer and OS refreshes for any network size. Remote Home Office Migrations – PCmover®, Enterprise wins direct competition with USMT and other tools, meeting the demands of central IT departments. Key Features - Automated PC migrations - Multiple PC Migration Scenarios - Simple Implementation - Enterprise Class Support - Zero-Touch Computer Migrations Remote PC Migrations

Integrate legacy systems seamlessly into the next-gen cloud or data platforms with one solution. Connect allows you to take control of your data, from mainframe to cloud. Integrate data via batch and real-time input for advanced analytics, comprehensive machinelearning and seamless data migration. Connect draws on the decades of experience Precisely has gained as a leader in mainframe sorting and IBM i data availability security. This allows the company to be a leader in the field of complex data access and integration. Access to all enterprise data is possible for critical business projects. Connect supports a wide range targets and sources for all your ELT/CDC needs.

When you have the expertise of an enterprise partner combined with a scalable, easy-to-use data management suite, you can take back control of your data, access it from anywhere, ensure security and compliance, and unlock its power to grow your business. Why Use Sesame Software? Relational Junction builds, populates, and incrementally refreshes your data automatically. Enhance Data Quality - Convert data from multiple sources into a consistent format – leading to more accurate data, which provides the basis for solid decisions. Gain Insights - Automate the update of information into a central location, you can use your in-house BI tools to build useful reports to avoid costly mistakes. Fixed Price - Avoid high consumption costs with yearly fixed prices and multi-year discounts no matter your data volume.

Cloud to cloud, on-premises to cloud data cleansing and migration, integration, and reconciliation. Oracle Enterprise Applications Cloud and On Premises can be securely accessed via OCI. One platform for data migrations & setups, integrations and reconciliations, as well as big data ingestion & archiving Pre-built API templates for over 9000 web services and APIs Data quality engine is pre-configured with business rules to clean, enrich, and correct data Low code/no code, configurable, agile and flexible Cloud-based software that is ready to use immediately Platform for migrating data from legacy applications and any of the above systems into Oracle Cloud Applications. It is a robust, scalable Data Migration Platform with an intuitive interface. More than 3000+ Smart Data Adapters covering Oracle Applications are available.

ConvertRite simplifies the migration of data from any ERP to Oracle cloud applications. ConvertRite allows you to transfer data accurately and quickly, ensuring a smooth Legacy Application migration to Cloud. ConvertRite has a wide range of features that will streamline your data migration. It allows for efficient data extraction, data transformation, and error reports, ensuring the integrity and reliability your migrated data. You can ensure a seamless transfer by using advanced reconciliation capabilities. ConvertRite ensures your data is accurately aligned and mapped with the Oracle Cloud applications. This maintains data consistency and avoids potential discrepancies.

Alooma allows data teams visibility and control. It connects data from all your data silos into BigQuery in real-time. You can set up and flow data in minutes. Or, you can customize, enrich, or transform data before it hits the data warehouse. Never lose an event. Alooma's safety nets make it easy to handle errors without affecting your pipeline. Alooma infrastructure can handle any number of data sources, low or high volume.

QuerySurge is the smart Data Testing solution that automates the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Applications with full DevOps functionality for continuous testing. Use Cases - Data Warehouse & ETL Testing - Big Data (Hadoop & NoSQL) Testing - DevOps for Data / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise Application/ERP Testing Features Supported Technologies - 200+ data stores are supported QuerySurge Projects - multi-project support Data Analytics Dashboard - provides insight into your data Query Wizard - no programming required Design Library - take total control of your custom test desig BI Tester - automated business report testing Scheduling - run now, periodically or at a set time Run Dashboard - analyze test runs in real-time Reports - 100s of reports API - full RESTful API DevOps for Data - integrates into your CI/CD pipeline Test Management Integration QuerySurge will help you: - Continuously detect data issues in the delivery pipeline - Dramatically increase data validation coverage - Leverage analytics to optimize your critical data - Improve your data quality at speed

IBM Cloud®, Mass Data Migration uses 120 TB storage capacity to speed up data migration to the cloud. It also overcomes common transfer challenges such as long transfer times, high costs, and security concerns. All this in one service. You can migrate up 120 TB (at RAID-6) of data using one IBM Cloud Mass Data Migration device in days. This is in contrast to traditional data-transfer methods that can take weeks or months. You can request one or more devices depending on how large your data needs are. Large data sets can be costly and time-consuming to move. For only 50 USD per day, you can use an IBM Cloud Mass Data Migration device at home. IBM will send you a pre-configured device that you can use to connect, ingest data, and then ship it back to IBM to offload into IBM Cloud Object Storage. After the device is offloaded, you can immediately access your data in the cloud while IBM secure wipes it.

Velox Software Suite allows data migration and system integration throughout an entire organization. The suite includes two applications: Migration Studio VXm -- which allows users to control data migrations; and Integration Server VXi -- which automates data processing and integration. Extract multiple sources and send to multiple destinations. A near real-time, unified view of all data without having to move between sources. Physically combine data from multiple sources, reduce storage locations, and transform according to business rules.

The IRI Data Manager suite from IRI, The CoSort Company, provides all the tools you need to speed up data manipulation and movement. IRI CoSort handles big data processing tasks like DW ETL and BI/analytics. It also supports DB loads, sort/merge utility migrations (downsizing), and other data processing heavy lifts. IRI Fast Extract (FACT) is the only tool that you need to unload large databases quickly (VLDB) for DW ETL, reorg, and archival. IRI NextForm speeds up file and table migrations, and also supports data replication, data reformatting, and data federation. IRI RowGen generates referentially and structurally correct test data in files, tables, and reports, and also includes DB subsetting (and masking) capabilities for test environments. All of these products can be licensed standalone for perpetual use, share a common Eclipse job design IDE, and are also supported in IRI Voracity (data management platform) subscriptions.

Xplenty is a scalable data delivery and integration software that allows large businesses and SMBs to prepare and transfer data to the cloud for analytics. Xplenty features include data transformations and drag-and-drop interface. It also integrates with over 100 data storages and SaaS apps. Developers can easily add Xplenty to their data solution stack. Xplenty allows users to schedule jobs, track job progress, and keep track of job status.

Supported data migrations are available on-premises or cloud-based for nearly 20 data sources. The distributed computing framework allows for high-performance data migrations and optimized data writing for specific data sources. The wizard-based development interface makes it easy to quickly develop migration tasks and frees you from the burden of complex programming. You only pay for the services you use. You don't need to purchase hardware or software. Big data cloud services can be used to replace or back-up on-premises big databases and allow for full data migration. A wide range of data sources are supported, including big data, files, NoSQL and relational databases. Wizard-based task management allows for easy use. Data mobility is achieved by data migration between services on HUAWEI CLOUD.

GoSaaS Migration Platform accelerates configuration and data migration. The Configuration Migrator automates the Oracle PLM Cloud configuration process and improves alignment between customer groups. It also encourages collaboration between company-wide departments according their schedule. There are three options for migrating configurations from Agile PLM to Oracle PLM Cloud: GoStart to the final template, Dev platform to another. Fully automated process that uses Oracle PLM Cloud migration best practice to significantly reduce data load time. Supports customer-specific transformations with configurable transformation rules. Data Migrator is an automated, end-to-end solution that extracts, transforms and migrates data from Agile PLM and other PLM systems to Oracle PLM Cloud in a fast and efficient manner.

iCEDQ, a DataOps platform that allows monitoring and testing, is a DataOps platform. iCEDQ is an agile rules engine that automates ETL Testing, Data Migration Testing and Big Data Testing. It increases productivity and reduces project timelines for testing data warehouses and ETL projects. Identify data problems in your Data Warehouse, Big Data, and Data Migration Projects. The iCEDQ platform can transform your ETL or Data Warehouse Testing landscape. It automates it from end to end, allowing the user to focus on analyzing the issues and fixing them. The first edition of iCEDQ was designed to validate and test any volume of data with our in-memory engine. It can perform complex validation using SQL and Groovy. It is optimized for Data Warehouse Testing. It scales based upon the number of cores on a server and is 5X faster that the standard edition.

Datametica's birds have unmatched capabilities, which help to eliminate business risks, time, frustration, anxiety, and cost from the entire process for data warehouse migration to cloud. Datametica's automated product suite allows you to migrate existing data warehouses, data lakes, ETL, Enterprise business intelligence, and other data to the cloud environment of choice. Designing an end to end migration strategy that includes workload discovery, assessment and planning. From the discovery and assessment of your data warehouse to the planning of the migration strategy, Eagle provides clarity on what needs to be migrated, in what order, how to streamline the process, and what the costs and timelines are. The integrated view of the workloads and planning minimizes migration risk without affecting the business.

In a developer-friendly visual editor, you can design, debug, run, and troubleshoot data jobflows and data transformations. You can orchestrate data tasks that require a specific sequence and organize multiple systems using the transparency of visual workflows. Easy deployment of data workloads into an enterprise runtime environment. Cloud or on-premise. Data can be made available to applications, people, and storage through a single platform. You can manage all your data workloads and related processes from one platform. No task is too difficult. CloverDX was built on years of experience in large enterprise projects. Open architecture that is user-friendly and flexible allows you to package and hide complexity for developers. You can manage the entire lifecycle for a data pipeline, from design, deployment, evolution, and testing. Our in-house customer success teams will help you get things done quickly.

Cloud migration can raise many questions. Google Cloud's Migrate for Compute Engine has the answers. No matter if you need to migrate one application to Google Cloud or a thousand enterprise-grade apps across multiple data centers, Migrate For Compute Engine can help. Migrate for Compute engine's easy-to-use "as a Service" interface within Cloud Console, and flexible migration options make it simple to reduce the time and effort required to complete a migration. Avoid complicated setups and deployments. Avoid confusing and frustrating client-side agents for migration tool agents. Using the right tool for migration can help you save valuable time and allow your team to focus on what is most important: migrating workloads.

Qlik Replicate (formerly Attunity Replicate), is a high-performance replication tool that optimizes data ingestion from a wide range of data sources and platforms. It also seamlessly integrates with all major big-data analytics platforms. Replicate supports both bulk replication and real-time incremental replica using CDC (change information capture). Our unique zero footprint architecture reduces overhead on mission-critical systems and allows for zero downtime data migrations and database upgrade.

BryteFlow creates the most efficient and automated environments for analytics. It transforms Amazon S3 into a powerful analytics platform by intelligently leveraging AWS ecosystem to deliver data at lightning speed. It works in conjunction with AWS Lake Formation and automates Modern Data Architecture, ensuring performance and productivity.

Easy extract, transform, load (ETL), data for data science or analytics. Code-free data flows can be created into data lakes or data marts. Oracle's extensive portfolio of integration solutions. The intuitive user interface allows you to set up integration parameters and automate data mapping from sources and targets. To shape your data, you can use one of the many out-of-the box operators such as a join or aggregate. You can centrally manage your processes and use parameters to override certain configuration values at runtime. Users can view and interact with their data to validate their processes. You can increase productivity and fine-tune data flow on the fly without waiting for executions to complete. Reduce maintenance complexity and avoid broken integration flows as data schemas change.

Our state-of the-art data migration tool is specifically designed to convert and migrate data from legacy applications to advanced systems and frameworks. It also includes advanced data validation mechanisms and real-time reporting.

AppRules Portal is the most powerful all-in-one solution engine. AppRules was developed by industry leaders and computer software specialists. It is the only platform that allows IT departments and solution providers to create mission-critical, next generation data migration, data integration, and process automation projects. The no-code appRules platform integrates all major data sources and can be run on-premise, cloud/web with projects delivered on time and on budget

Data transfer to the rest of the world at lightning speed IBM Aspera software allows data to be moved quickly across any distance using fast file transfer and streaming solutions based on the award-winning IBM FASP protocol. Globally, transfer, distribute, and sync large files and data sets. Collaboration with other teams worldwide on large files and big data can be accelerated. Manage, monitor, and control data transfers and workflows. Data can be delivered over the internet at any size, with virtually unlimited bit rates and almost zero latency. You can build highly scalable workflows that can be run on-premises, in the cloud, and both. Multicloud architectures can be secured with blockchain technology. IBM® Aspera® is only one component of a modern approach for integration. It's now available in an IBM Cloud Pak®, solution that includes everything you need to complete your capabilities.

Carbonite Migrate makes it easy to migrate your physical, virtual, and cloud workloads to any environment with minimal downtime and virtually no risk. You have the option to automate each stage of the process with finely tuned automation. To minimize downtime and facilitate fast cutover, you can replicate data continuously. You can test the new environment unlimited times without interrupting operations. You can reduce downtime to minutes or seconds by switching to the new server. The console allows the administrator to select the source and destination servers after installing Carbonite Migrate. The administrator can choose how to migrate data. There are many options available, including fully automated cloud orchestration workflows or DIY with our robust SDK. This allows you to choose whether or not you want to lock yourself into any hypervisor, cloud vendor, or hardware.

Race Migration automates data migration by moving server workloads between different physical, virtual, or cloud platforms. Race Migration's DynaCenter cloud migration tool automates the migration of your existing physical and virtual servers to virtually any physical, virtual, or cloud platform. Our unique method is faster than other migration solutions and has no impact on performance or risk of vendor lock-in. DynaCenter is an Amazon Web Services (AWS), partner. We offer simplified installation and configuration through AWS marketplace to both the Virtual Private Cloud (VPC), and the GovCloud. Reduce inefficiency and risk associated with manual migrations. DynaCenter provides fully automated, unattended cloud application migrations. To reduce the time required to set up your cloud environments, you can automate custom transformation.

Crux is used by the most powerful people to increase external data integration, transformation and observability, without increasing their headcount. Our cloud-native data technology accelerates the preparation, observation, and delivery of any external dataset. We can guarantee you receive high-quality data at the right time, in the right format, and in the right location. Automated schema detection, delivery schedule inference and lifecycle management are all tools that can be used to quickly build pipelines from any external source of data. A private catalog of linked and matched data products will increase your organization's discoverability. To quickly combine data from multiple sources and accelerate analytics, enrich, validate, and transform any data set, you can enrich, validate, or transform it.

Discover insights to boost sales growth with code-free, fully automated data pipelines to data lakes and cloud warehouses. Flexible, standards-based platform that unifies sales and marketing data to automate insights and smarter growth. Say goodbye to manual data downloads that are expensive and messy. You will always know exactly what you'll be charged and only pay what you actually use. Access to data-ready data is a great way to fuel your tools. We only work with official APIs as certified developers. Data pipelines from well-known sources are easy to use. These data pipelines are pre-built, pre-transformed and ready to go. Unlock data from Amazon Vendor Central and Amazon Seller Central, Instagram Stories. Teams can quickly and economically realize the value of their data with code-free data ingestion and transformation. Databricks, Amazon Redshift and other trusted data destinations like Databricks or Amazon Redshift ensure that data is always protected.

Qlik Compose for Data Warehouses, formerly Attunity Compose for Data Warehouses, offers a modern approach to automating and optimizing data warehouse construction and operation. Qlik Compose automates the design of the warehouse, generation of ETL code, and applying updates quickly, all while leveraging best practices, proven design patterns, and best practices. Qlik Compose for Data Warehouses drastically reduces time, cost, and risk for BI projects, on-premises or cloud. Qlik Compose for Data Lakes, formerly Attunity Compose for Data Lakes, automates your data pipelines and creates analytics-ready data sets. Organizations can get more value from their existing data lakes investments by automating data ingestion, schema generation, and continuous updates.

StarfishETL is a Cloud iPaaS solution, which gives it the unique ability to connect virtually any kind of solution to any other kind of solution as long as both of those applications have an API. This gives StarfishETL customers ultimate control over their data projects, with the ability to build more unique and scalable data connections.

AWS Glue, a fully managed extract-transform-and-load (ETL) service, makes it easy for customers prepare and load their data for analysis. With just a few clicks, you can create and run ETL jobs. AWS Glue simply points to the AWS Data Catalog and AWS Glue finds your data and stores metadata (e.g. AWS Glue Data Catalog contains the table definition and schema. Once your data has been cataloged, it is immediately searchable and queryable. It is also available for ETL.

Etleap was created on AWS to support Redshift, snowflake and S3/Glue data warehouses and data lakes. Their solution simplifies and automates ETL through fully-managed ETL as-a-service. Etleap's data wrangler allows users to control how data is transformed for analysis without having to write any code. Etleap monitors and maintains data pipes for availability and completeness. This eliminates the need for constant maintenance and centralizes data sourced from 50+ sources and silos into your database warehouse or data lake.

Blendo is the most popular ETL and ELT data connector tool that dramatically simplifies how you connect data sources with databases. Blendo supports natively-built data connections, making it easy to extract, load and transform (ETL). Automate data management and transform data faster to gain BI insights. Data analysis does not have to be about data warehousing or data management. Automate and sync data from any SaaS app into your data warehouse. Connect to any data source using ready-made connectors. It's as easy as logging in and your data will start syncing immediately. There are no more integrations to create, data to export, or scripts to create. You can save time and gain insights into your business. You can accelerate your exploration and insights time with reliable data, analytical-ready tables, and schemas that can be optimized for analysis with any BI tool.

StorageX is Data Dynamics' unstructured data management system. It offers policy-based data management and no vendor lock in. StorageX allows you to Analyze, Move and Manage your infrastructure, as well as automate policy automation and risk mitigation. StorageX provides dynamic data for digital enterprises so your business can make the most of your data to increase its competitive advantage. Comprehensive metadata analytics provides actionable insight to manage your IT business processes. Powerful migration engine that can move petabytes across files and exports with speed, accuracy, and precision. Automated, secure and scaleable data mobility. Also, synchronization for file-to-object transformation. Analytics can help you identify files that can be moved to low-cost object storage or cloud tiering to intelligently archive your data.

Lyftrondata can help you build a governed lake, data warehouse or migrate from your old database to a modern cloud-based data warehouse. Lyftrondata makes it easy to create and manage all your data workloads from one platform. This includes automatically building your warehouse and pipeline. It's easy to share the data with ANSI SQL, BI/ML and analyze it instantly. You can increase the productivity of your data professionals while reducing your time to value. All data sets can be defined, categorized, and found in one place. These data sets can be shared with experts without coding and used to drive data-driven insights. This data sharing capability is ideal for companies who want to store their data once and share it with others. You can define a dataset, apply SQL transformations, or simply migrate your SQL data processing logic into any cloud data warehouse.

You can speed up server migrations and reduce errors by using the most advanced automation in a migration solution. It's an easy way to free up IT resources for more important tasks. Only PlateSpin Migrate acknowledges the importance of testing and includes testing in every server-migration job. Perform migrations to and fro virtual hosts and cloud platforms. PlateSpin Migrate supports both Windows and Linux operating systems.

We use the most advanced data management, backup and disaster recovery software available. By choosing us, you are choosing the security of your data. We know your needs and can provide the best care for your digital assets. Your interests come first, no cookie-cutter service. We work closely with you and empower you to find highly customized solutions tailored to your budget and needs. Cloud migration is fast, reliable and cost effective. Just click to get started. Our rapid data transfer solution allows you to move your data safely and seamlessly, and add computing power when needed. Pay only for what you use.

Movebot is a fully hosted, zero infrastructure data moving tool that makes data moving easy. Start moving files from cloud to cloud and on-premises to the cloud (or vice versa) and between mailboxes in minutes. Supporting over 30 data storage platforms, Movebot makes moving files simple. Move users, data, and permissions between SharePoint, Google Workspace, Dropbox, Box, Egnyte, AWS, GCP, Azure, and more. Movebot also connects to Windows and OSX file servers and NAS appliances with a simple agent that enables data movement between on-premise devices and the cloud. With no software or infrastructure management, everything is handled through an intuitive web interface. Movebot scales to meet your needs and can move terabytes per day between storage platforms. Movebot is priced at $390/TB with no user costs or other fees. Movebot's scanning functionality gives deep insights into your data like data trends and most active users, and Cleanup Tasks allow for simplified mass file deletions to clean up your clouds. Try Movebot free with no credit card and no sales call required.

GS RichCopy 360, a data migration software for enterprises, is available. It copies your data (files, folders) to another place. Multi-threading technology allows files to be copied simultaneously. It offers the following premium features: Copy to Office 365 OneDrive or SharePoint Copy open files Copy NTFS permissions - Support Long Path Name - Run as a service and according to a scheduler (you don't need to log in). - Copy folder and file attributes as well as time stamps. - When it is complete, send an email. Support by phone and email - Simple to use - Copy data using one TCP port across the internet, and have it encrypted as it is being transferred. - Bite level replication (copy only deltas in the file, not the entire file). Superior and robust performance. - Supports Windows 7 or later (Windows 8, Windows8.1, Windows 10). - Supports Windows Server 2008R2 or Later (Windows Server 2012 R2, 2016, and 2019).

FluentPro Project Migrator, a cloud platform that automates project data migration, is available. Companies can migrate projects between the most popular project management platforms, Microsoft Planner, Trello, Monday.com, Asana, Project Online, Project for the Web, Smartsheet, and Dynamics Project Operations. Project Migrator is a fully automated, secure, and lightning-fast software that allows companies to migrate their projects seamlessly. Organizations can reap many benefits from Project Migrator * Project Migrator can save 90% on time it takes to complete project migrations. * Reduces migration costs by up to 90% * Reduces all risks associated with data migration, including loss of project data. * Provides total flexibility: IT specialists and project managers can perform migrations whenever necessary, via the web or through Microsoft Teams. * Project Migrator provides high security. It runs in the cloud (Microsoft Azure), and there is no data download to any desktop computers.

A comprehensive, component-based platform for automating data reconciliation in modern data lake and cloud data migration projects using Apache Spark. DataOps Dataflow is a modern web browser-based solution for automatically auditing ETL, Data Warehouse and Data Migration projects. Use Dataflow to bring data from one of several different data sources, compare data, and load the differences into S3 or a database. With quick and easy setup, create and run data streams in minutes. Best in class testing tool for big data testing DataOps Dataflow can integrate with all modern and advanced data sources, including RDBMS, NoSQL, Cloud and File-Based.

To gain visibility on your teams, and Microsoft 365 groups, skip the tedious task of searching through multiple admin centers. Connect your tenant with ShareGate, and in just a few seconds you can see who created the teams, why they were created and whether they are currently being used. If so, how. ShareGate crawls your tenant every day and finds unused groups and teams. You can archive or delete them with a single click to reduce the amount of clutter and make it easier to find what you're looking for in Microsoft 365. The ShareGate Teams chatbot allows you to collect valuable information from owners in order to understand the purpose and level of sensitivity of each team. This will allow you to assess the risk for your business and make the best decisions about their teams. You can adjust the level of security you provide to each team. ShareGate makes it easy to access all the PowerShell scripts that you would have written yourself. Allow users to have more control over their tools. You can easily set up guardrails for more security and peace of mind.

Centralize, transform & stash your data. Logstash is an open, free server-side data processing platform that ingests data and transforms it before sending it to your favorite "stash". Logstash dynamically ingests and transforms your data, regardless of its format or complexity. With grok, you can create structure from unstructured data, decipher geo coordinates using IP addresses, anonymize sensitive fields or exclude them, and simplify overall processing. Data can be scattered or siloed across many different systems in many formats. Logstash can handle a variety inputs that pull events from many common sources at once. You can stream continuously and easily ingest logs, metrics web applications, data stores, as well as other AWS services in a continuous stream. Download: https://sourceforge.net/projects/logstash.mirror/

Unify data from over 100 sources to help your team quickly deliver better insights. Sync data from data warehouses into the business tools that your team prefers. Save up to 75% on your costs by efficiently scaling data operations using a platform that is custom-built for your data teams. You don't want to deal with the hassle of managing your data warehouse? We are the only platform to offer an integrated managed data store that meets all your data management requirements. Choose from a growing list of 100+ fully-managed connectors and 20+ destinations, including SaaS applications, databases, datawarehouses, and many more. Securely manage data movement with granularity. Schedule and transform data for analytics in sync with pipelines.

Open core, delivering hybrid cloud and multi-cloud integration Data Fusion is built with open source project CDAP. This open core allows users to easily port data from their projects. Cloud Data Fusion users can break down silos and get insights that were previously unavailable thanks to CDAP's integration with both on-premises as well as public cloud platforms. Integrated with Google's industry-leading Big Data Tools Data Fusion's integration to Google Cloud simplifies data security, and ensures that data is instantly available for analysis. Cloud Data Fusion integration makes it easy to develop and iterate on data lakes with Cloud Storage and Dataproc.

Every digital transformation initiative needs data. Many projects fail because of insufficient data availability and quality. However, the reality is that acquiring relevant data can be difficult, costly, and disruptive. Datumize Data Collector (DDC), a lightweight, multi-platform middleware that captures data from legacy and complex data sources, is often transient and/or transient. Because there are not many convenient and easy ways to access this type of data, it is often left unexplored. DDC allows companies access data from many sources and supports extensive edge computation, including third-party software (eg AI models). The results are then ingested into the desired format and destination. DDC is a viable digital transformation project for operational and business data collection.