Alternatives to Unstructured

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.

Improvado, an ETL solution, facilitates data pipeline automation for marketing departments without any technical skills. This platform supports marketers in making data-driven, informed decisions. It provides a comprehensive solution for integrating marketing data across an organization. Improvado extracts data form a marketing data source, normalizes it and seamlessly loads it into a marketing dashboard. It currently has over 200 pre-built connectors. On request, the Improvado team will create new connectors for clients. Improvado allows marketers to consolidate all their marketing data in one place, gain better insight into their performance across channels, analyze attribution models, and obtain accurate ROMI data. Companies such as Asus, BayCare and Monster Energy use Improvado to mark their markes.

It shouldn't take long to analyze data from your business solutions. Zuar Runner allows you to automate your ELT/ETL processes, and have data flow from hundreds of sources into one destination. Zuar Runner can manage everything: transport, warehouse, transformation, model, reporting, and monitoring. Our experts will make sure your deployment goes smoothly and quickly.

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.

Shelf is a secure central content library that can be used by your entire team. Shelf is a knowledge platform that offers the best search capabilities. Shelf is a knowledge base platform that helps teams become more productive and efficient through powerful search and document tag features, file sync, share, content analytics and many other features.

Composable is an enterprise-grade DataOps platform designed for business users who want to build data-driven products and create data intelligence solutions. It can be used to design data-driven products that leverage disparate data sources, live streams, and event data, regardless of their format or structure. Composable offers a user-friendly, intuitive dataflow visual editor, built-in services that facilitate data engineering, as well as a composable architecture which allows abstraction and integration of any analytical or software approach. It is the best integrated development environment for discovering, managing, transforming, and analysing enterprise data.

Etlworks is a cloud-first, all-to-any data integration platform. It scales with your business. It can connect to databases and business applications as well as structured, semi-structured and unstructured data of all types, shapes, and sizes. With an intuitive drag-and drop interface, scripting languages and SQL, you can quickly create, test and schedule complex data integration and automation scenarios. Etlworks supports real time change data capture (CDC), EDI transformations and many other data integration tasks. It works exactly as advertised.

Easy data management will power your business. Connect, transform and visualise your data quickly and scalable. Kleene allows you to easily access all of the data in your SaaS application. Once the data has been extracted, it's stored and organized into a cloud data warehouse. The data is cleaned up and organized to be used for analysis. Dashboards that are easy to use to gain insights and make data driven decisions to drive your growth. Never waste time again creating your own data pipelines. 150+ pre-built data connectors library. Custom connectors can be built on demand. Always work with the latest data. Setup your data warehouse within minutes, without any engineering. Our unique transformation tools will accelerate your data model creation. Best-in class data pipeline management and observability. Kleene offers industry-leading dashboard templates. Our industry expertise will help you to improve your dashboards.

Power Query makes it easy to connect, extract and transform data from a variety of sources. Power Query is a data preparation and transformation engine. Power Query includes a graphical interface to retrieve data from sources, and a Power Query Editor to apply transformations. The destination where the data will be stored is determined by where Power Query was installed. Power Query allows you to perform the extraction, transform, load (ETL), processing of data. Microsoft's Data Connectivity and Data Preparation technology allows you to seamlessly access data from hundreds of sources and modify it to your requirements. It is easy to use and engage with, and requires no code. Power Query supports hundreds data sources with built in connectors and generic interfaces (such REST APIs and ODBC, OLE and DB) as well as the Power Query SDK for creating your own connectors.

All your data can be unified in one place with over 100+ universal and built-in API data connectors. All your team can access them. Simply click and transform data. With built-in data manipulation tools, and automated schedulers, you can build robust data pipelines. You can save hours by not having to manually send your data. Workflow automates the process of moving data from databases to BI tools and from apps to databases. The no-code format allows you to access a full range of data cleaning and transformation tools without the need for complex expressions or codes. Only insights can make data useful. Your database can be upgraded to an analytical engine using native cloud-based BI tools. All data projects on Acho are available immediately on the Visual Panel.

Unify Your Data Stack: Experience the first no-code data pipeline platform and power enlightened decision making. Integrate.io is the only complete set of data solutions & connectors for easy building and managing of clean, secure data pipelines. Increase your data team's output with all of the simple, powerful tools & connectors you’ll ever need in one no-code data integration platform. Empower any size team to consistently deliver projects on-time & under budget. Integrate.io's Platform includes: -No-Code ETL & Reverse ETL: Drag & drop no-code data pipelines with 220+ out-of-the-box data transformations -Easy ELT & CDC :The Fastest Data Replication On The Market -Automated API Generation: Build Automated, Secure APIs in Minutes - Data Warehouse Monitoring: Finally Understand Your Warehouse Spend - FREE Data Observability: Custom Pipeline Alerts to Monitor Data in Real-Time

Boltic makes it easy to create and orchestrate ETL Pipelines. Boltic allows you to extract, transform, and load multiple data sources into any destination, without having to write code. Build end-to-end pipelines with advanced transformations to get analytics-ready data. Integrate data using a list of over 100 pre-built Integrations. Join multiple data sources with just a few clicks, and you're ready to work in the cloud. Boltic's No Code Transformation or Script Engine can be used to create custom scripts for data exploration and cleaning. Invite team members to work together on a secure data operations platform in the cloud to solve organisational problems faster. Schedule ETL pipelines so that they run automatically at predefined intervals. This will make it easier to import, clean, transform, store, and share data. AI & ML can be used to track and analyze key metrics for business. Gain insights into your business and monitor potential issues or opportunities.

InDriver: The Multifunctional Automation engine powered by JavaScript allows for simultaneous task execution. InStudio: GUI application for remote InDriver Configuration across multiple computers. With minimal JS code, and a few mouse clicks, you can easily transform setups into tailored solution. Key Applications Data Automation and Integration Engine Conduct Extract-Transform-Load (ETL) operations effortlessly. Access to RESTful API Resources is streamlined, with simplified request definition, interval settings, JSON data processing and database logins. Industrial Automation Engine Interfacing seamless with PLCs and sensors. Create control algorithms, read/write data and process data to SCADA, MES and other systems. Database Automation Schedule queries to run at specific intervals or on specific events. This will ensure continuous automation.

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.

HighByte Intelligence Hub is an Industrial DataOps software solution designed specifically for industrial data modeling, delivery, and governance. The Intelligence Hub helps mid-size to large industrial companies accelerate and scale the use of operational data throughout the enterprise by contextualizing, standardizing, and securing this valuable information. Run the software at the Edge to merge and model real-time, transactional, and time-series data into a single payload and deliver contextualized, correlated information to all the applications that require it. Accelerate analytics and other Industry 4.0 use cases with a digital infrastructure solution built for scale.

Visokio creates Omniscope Evo, a complete and extensible BI tool for data processing, analysis, and reporting. Smart experience on any device. You can start with any data, any format, load, edit, combine, transform it while visually exploring it. You can extract insights through ML algorithms and automate your data workflows. Omniscope is a powerful BI tool that can be used on any device. It also has a responsive UX and is mobile-friendly. You can also augment data workflows using Python / R scripts or enhance reports with any JS visualisation. Omniscope is the complete solution for data managers, scientists, analysts, and data managers. It can be used to visualize data, analyze data, and visualise it.

Data integration is a key element in digital transformation. Digital transformation is incomplete without data movement and transformation. Organizations must face multiple challenges - Remove silos from information systems - Fast and agile processing of growing data volumes. Also, very different types of information (structured and semi-structured). - Manage large loads and ingest data in real-time (streaming), to make the best decisions Control the infrastructure costs of data storage Stambia offers a unified solution to any type of data processing. It can be deployed on-site or in the cloud, and guarantees control and optimization of costs and data transformation.

BigBI allows data specialists to create their own powerful Big Data pipelines interactively and efficiently, without coding! BigBI unleashes Apache Spark's power, enabling: Scalable processing of Big Data (upto 100X faster). Integration of traditional data (SQL and batch files) with new data Sources include semi-structured data (JSON, NoSQL DBs and Hadoop) as well as unstructured data (text, audio, video). Integration of streaming data and cloud data, AI/ML graphs & graphs

Stop wasting your time managing integrations and fighting the limitations of "black-box" "solutions". Instantly integrate data from any source into your app in the format you prefer. 500+ API & DB Sources, connector SDKs, OAuth flows and flexible data models. Instant vector embeddings. Managed transactional & analytic storage. Instant SQL, REST & GraphQL APIs. Arch allows you to build AI-powered features based on your customer's data, without having to worry and maintain bespoke data infrastructure.

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/

Singer explains how data extraction scripts called taps and data loading scripts called targets should communicate. This allows them to be used in any combination to move any data from any source to any destination. You can send data between web APIs, databases, files, queues, or just about any other type of data you can think of. Simple applications with pipes, called singer taps and targets, are all that's required. There are no daemons nor complicated plugins. Singer applications communicate with JSON which makes them easy to use and implement in any programming language. Singer supports JSON Schema, which allows for rich data types and rigid structures when required. Singer makes it easy for incremental extraction to be supported by Singer's state-preserving invocations.

Keboola is an open-source serverless integration hub for data/people, and AI models. We offer a cloud-based data integration platform designed to support all aspects of data extraction, cleaning and enrichment. The platform is highly collaborative and solves many of the most difficult problems associated with IT-based solutions. The seamless UI makes it easy for even novice business users to go from data acquisition to building a Python model in minutes. You should try us! You will love it!

Stitch is a cloud-based platform that allows you to extract, transform, load data. Stitch is used by more than 1000 companies to move billions records daily from SaaS databases and applications into data warehouses or data lakes.

Datapine's dashboard and business intelligence software allows users to quickly turn data into actionable insights, and make data-driven decisions. Managers and data scientists can visualize and analyze complex data using a drag-and-drop interface. They can also ask important business questions and receive answers right away. It provides a wealth of innovative analytics features, including predictive analytics and interactive dashboards that allow for the creation of KPI-driven business dashboards. There are dozens of data connectors that connect to any common data source (databases and flat files, social media marketing analytics, CRM, ERP etc.). A wealth of pre-built dashboard templates for different business functions (marketing and sales management, HR, etc.) ), industries (retail and logistics, healthcare, market study, etc. Platforms (Google Analytics, Facebook and Twitter, Zendesk, etc. assist new users to get started quickly.

Altova MapForce, an award-winning graphical data mapping tool that allows for any-to–any conversion and integration, is a winner. Its powerful data mapping tools instantly convert your data and offer multiple options to automate repetitive transformations. Altova MapForce provides unparalleled power and flexibility to perform advanced data mapping, conversion, or transformation. The MapForce Platform costs a fraction of traditional data management products. It is also free from legacy design features and baggage that can make it difficult to use. MapForce's interface allows data integration through a graphical interface. It includes many options for managing, visualizing and manipulating individual maps and complex projects. The design pane allows you to graphically create mapping components, add filters and functions for data manipulation, as well as drag connectors to convert between source and destination formats.

BroadPeak, a New York software company, developed K3, a smart data integration solution. K3 is a disruptive data plumbing solution that enables businesses transform, filter, unify, and send data anywhere. K3 offers a wide range of adapters that can be used to connect applications from cloud-based systems to legacy data systems. K3 features include an intuitive mapping interface to make data flow, a When, Then and Else rules engine that enriches fields, filtering to keep data clean, as well as validation logic with alerts.

Data Bridge is Brave River’s ETL software (Extract. Transform. and Load). It allows users to extract data from a source and then re-format that data before uploading it into the destination file. Multi-step data processing eliminates the extra cost and errors that can be associated with manual data entry. The Data Bridge allows you to process and store data. You can apply unlimited amounts of transformations, resulting in perfectly formatted data throughout your entire ETL process.

Ascend provides data teams with a unified platform that allows them to ingest and transform their data and create and manage their analytics engineering and data engineering workloads. Ascend is supported by DataAware intelligence. Ascend works in the background to ensure data integrity and optimize data workloads, which can reduce maintenance time by up to 90%. Ascend's multilingual flex-code interface allows you to use SQL, Java, Scala, and Python interchangeably. Quickly view data lineage and data profiles, job logs, system health, system health, and other important workload metrics at a glance. Ascend provides native connections to a growing number of data sources using our Flex-Code data connectors.

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.

Meltano offers the most flexibility in deployment options. You control your data stack from beginning to end. Since years, a growing number of connectors has been in production. You can run workflows in isolated environments and execute end-to-end testing. You can also version control everything. Open source gives you the power and flexibility to create your ideal data stack. You can easily define your entire project in code and work confidently with your team. The Meltano CLI allows you to quickly create your project and make it easy to replicate data. Meltano was designed to be the most efficient way to run dbt and manage your transformations. Your entire data stack can be defined in your project. This makes it easy to deploy it to production.

Nexla's automated approach to data engineering has made it possible for data users for the first time to access ready-to-use data without the need for any connectors or code. Nexla is unique in that it combines no-code and low-code with a developer SDK, bringing together users of all skill levels on one platform. Nexla's data-as a-product core combines integration preparation, monitoring, delivery, and monitoring of data into one system, regardless of data velocity or format. Nexla powers mission-critical data for JPMorgan and Doordash, LinkedIn LiveRamp, J&J, as well as other leading companies across industries.

Talend Data Catalog provides your organization with a single point of control for all your data. Data Catalog provides robust tools for search, discovery, and connectors that allow you to extract metadata from almost any data source. It makes it easy to manage your data pipelines, protect your data, and accelerate your ETL process. Data Catalog automatically crawls, profiles and links all your metadata. Data Catalog automatically documents up to 80% of the data associated with it. Smart relationships and machine learning keep the data current and up-to-date, ensuring that the user has the most recent data. Data governance can be made a team sport by providing a single point of control that allows you to collaborate to improve data accessibility and accuracy. With intelligent data lineage tracking and compliance tracking, you can support data privacy and regulatory compliance.

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.

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.

INGEST. PREPARE. DELIVER. ALL WITH A SINGLE TOOL. Build a data infrastructure capable of ingesting, transforming, modeling, and delivering clean, reliable data in the fastest, most efficient way possible - all within a single, low-code user interface. ALL THE DATA INTEGRATION CAPABILITIES YOU NEED IN A SINGLE SOLUTION. TimeXtender seamlessly overlays and accelerates your data infrastructure, which means you can build an end-to-end data solution in days, not months - no more costly delays or disruptions. Say goodbye to a pieced-together Frankenstack of disconnected tools and systems. Say hello to a holistic solution for data integration that's optimized for agility. Unlock the full potential of your data with TimeXtender. Our comprehensive solution enables organizations to build future-proof data infrastructure and streamline data workflows, empowering every member of your team.

Switchboard, a data engineering automation platform that is driven by business teams, allows you to aggregate disparate data at scale and make better business decisions. Get timely insights and precise forecasts. No more outdated manual reports or poorly designed pivot tables that don’t scale. Directly pull data from the right formats and reconfigure them in a non-code environment. Reduce dependency on engineering teams. API outages, bad schemas and missing data are gone thanks to automatic monitoring and backfilling. It's not a dumb API. Instead, it's an ecosystem of pre-built connectors which can be quickly and easily adapted to transform raw data into strategic assets. Our team of experts have worked in data teams at Google, Facebook, and other companies. These best practices have been automated to improve your data game. Data engineering automation platform that enables authoring and workflow processes. It is designed to scale with terabytes.

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

Flatirons Fuse, an embeddable CSV export tool, makes it easy and painless to import data to your website. Your customers can either import their data themselves or have Flatirons Fuse do it for them. You can auto-adjust customer data and make corrections to ensure it matches your schema. Our powerful validation system will ensure that you don't make mistakes. It can be costly and time-consuming to create a CSV import tool that your customers can use. Flatirons Fuse allows you to refocus your development efforts on the areas that matter for your business. Your customers can import their data within minutes with just a few lines code Importing data can be frustrating and confusing. Your customers have worked hard to create a user-friendly product. Now, bring that same experience to data onboarding. With AI-powered column matching and frontend data validation and cleaning as well as backend data validation support, data import into your system is fast, simple, and painless.

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.

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.

DataOps ETL Validator, the most comprehensive ETL testing and data validation tool, is the most comprehensive ETL testing automation software. Comprehensive ETL/ELT Validation Tool to automate testing of data migration projects and data warehouses with an easy-to-use component-based user interface and low-code, zero-code test creation. ETL involves extracting data, transforming it according to operational needs, and then loading it into the target database or data store. ETL testing involves verifying accuracy, integrity and completeness of the data as it moves along the ETL process in order to ensure that it meets business requirements and rules. Automation of ETL testing is possible with tools that automate data validation, comparison, and transformation tests. This will speed up the testing cycle, reduce manual labor, and significantly accelerate the testing cycle. ETL Validator automates ETL tests by providing intuitive interfaces to create test cases without extensive programming.

The elegant import button for web apps Drop-in data importer that can be implemented in hours instead of weeks You can give your users the import experience they have always wanted, but never had the time to create. Flatfile's JavaScript configurator lets you set a target model to validate data, allowing users match incoming file information. Flatfile is able to learn over time how data should look, which saves time and makes the process more efficient for customers. Flatfile's validation tools give you complete control over the way data is formatted. You can ensure that imported data is clean and ready for use. You can try the import flow using our file in a custom configuration. To view import analytics, complete the demo in admin dashboard. Flatfile automatically converts to the language of your customer. Advanced functions for data validation and transformation in-line. Data can be uploaded via XLS, CSV, or manually copied from the clipboard.

ibi Data Migrator, a comprehensive ETL tool (Extract Transform Load), is designed to streamline data integration on diverse platforms, including on-premises and cloud environments. It allows for the automation of data mart and data warehouse creation. Source data can be accessed in a variety of formats and operating systems. The platform integrates data from multiple sources into a single or multiple targets. It applies robust data cleansing rules to ensure data quality. Users can schedule data updates based on events or conditional dependencies, and trigger them by user-defined intervals. The system can load star schemas that have slowly changing dimensions. It also offers extensive transaction statistics and extensive logging to provide a deeper insight into data operations. The data management console is a graphical user interface that allows the design, testing and execution of data flows and processes.

Cloud-Native ETL tool. You can load and transform data to your cloud data warehouse in minutes. We have redesigned the traditional ETL process to create a solution for data integration in the cloud. Our solution makes use of the cloud's near-infinite storage capacity, which means that your projects have near-infinite scaling. We reduce the complexity of moving large amounts data by working in the cloud. In just fifteen minutes, you can process a billion rows and go live in five minutes. Modern businesses need to harness their data to gain greater business insight. Matillion can help you take your data journey to the next level by migrating, extracting, and transforming your data in cloud. This will allow you to gain new insights as well as make better business decisions.

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.

Datagaps DataOps Suite, a comprehensive platform, automates and streamlines data validation processes throughout the entire data lifecycle. It offers end to end testing solutions for ETL projects (Extract Transform Load), data management, data integration and business intelligence (BI). The key features include automated data cleansing and validation, workflow automation and real-time monitoring, as well as advanced BI analytics. The suite supports multiple data sources including relational databases and NoSQL databases as well as cloud platforms and file-based systems. This ensures seamless integration and scalability. Datagaps DataOps Suite, which uses AI-powered data quality assessment and customizable test scenarios, improves data accuracy, consistency and reliability.

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.

It takes a lot time and manual coding to build and manage a fully documented data project. But not anymore. We can show you how we can help transform data faster. Column-aware architecture allows for reusable data patterns and change management at large scale. For safer and more predictable data operations, visibility is key to change management and impact analysis. Coalesce offers curated packages that use best-practice templates to generate native-SQL for Snowflake™ automatically. Have a unique need? Templates are easily customizable. Coalesce makes it easy to navigate your data pipeline. Every screen and button are designed to give you easy access to all the information you need. Your data team has greater control over every project. You can instantly see audit and project history, as well as code comparisons side-by-side. Automatically, lineage at the table- and column-levels is provided and kept up-to-date.

A fast extract step can be a critical component of: database archive and replication database reorgs and migrations data warehouse ETL, ELT, and ODS operations offline reporting and bulk data protection IRI Fast Extract (FACT™) is a parallel unload utility for very large database (VLDB) tables in: Oracle DB2 UDB MS SQL Server Sybase MySQL Greenplum Teradata Altibase Tibero FACT uses simple job scripts (supported in a familiar Eclipse GUI) to rapidly create portable flat files. FACT's speed comes from native connection protocols and proprietary split query logic that unloads billions of rows in minutes. Although FACT is a standalone, application-independent utility, it can also work nicely with other programs and platforms. For example, FACT optionally creates metadata for data definition files (.DDF) that IRI CoSort and its compatible data management and protection tools can use to manipulate the flat files. FACT also automatically creates database load utility configuration files for the same source. FACT is also an optional, seamlessly integrated component in the IRI Voracity ETL and data management platform. The automatic metadata creation -- and coexistence of other IRI software in the same IDE --

Due to multiple information sources operating in silos, the enterprise cannot find a single version of truth. Complexity is added by the confusion that results from hundreds of different solutions. While we provide the best possible solutions and services to solve the data and AI problems, you can concentrate on your business. Out-of-the box transformation accelerators for Teradata Netezza, Ab Initio Oracle, Teradata and other legacy data warehouses. View legacy code and evaluate the transformations to ETL, data warehouse, and analytics. Ingestion, CDC and streaming analytics, ETL and data prep, advanced analytics, and many more. Build and deploy scalable data science models and AI models across multiple platforms that leverage multiple data sources. A scalable, secure, fast and well-governed data lake that is agile and flexible can be built. Use best practices and accelerators to accelerate cloud adoption, implementation, and ROI.