Page 56 | Best Data Management Software of 2026

Backtrace

Don’t let app, device, or game crashes get in the way of a great experience. Backtrace takes all the manual labor out of cross-platform crash and exception management so you can focus on shipping. Cross-platform callstack and event aggregation and monitoring. Process errors from panics, core dumps, minidumps, and during runtime across your stack with a single system. Backtrace generates structured, searchable error reports from your data. Automated analysis cuts down on time to resolution by surfacing important signals that lead engineers to crash root cause. Never worry about missing a clue with rich integrations into dashboards, notification, and workflow systems. Answer the questions that matter to you with Backtrace’s rich query engine. View a high-level overview of error frequency, prioritization, and trends across all your projects. Search through key data points and your own custom data across all your errors.

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Data Excavator

Data scraper with guaranteed support. Forget about complicated and expensive web scrapers in “single window”. Scrape any data from $5 per month from almost any website. Our product is an installable web-scraper based on .CSS-selectors and XPath. There are no cloud APIs, weird limits on usage, or other nonsense. Just a simple scraper made by data experts. Get your first scraping project for free We offer to you one ready-made scraping project for any website. Just purchase a license key and contact us. Our support can be provided through a remote connection to your computer. We use RDP and TeamViewer. Data Excavator is a compact, elegantly-coded application that is being discovered by users worldwide. We are a small staff of expert coders, operating without an sales expensive, top-heavy marketing presence. This allows us to offer a cost-effective and competently-supported product to our customers.

Starting Price: $214 per year

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imgix

Zebrafish Labs

Powerful image processing, simple API, imgix transforms, optimizes, and intelligently caches your entire image library for fast websites and apps using simple and robust URL parameters. We don’t charge to create variations of your Master Images. You can be as creative with the service as possible. Over 100 real-time image operations, plus client libraries and CMS plugins for easy integrations with your product. Serve optimized images to every device quickly with a worldwide CDN optimized for visual content. Browse, search, sort, and organize all of your cloud storage images. Resize, crop, and enhance your images with simple URL parameters. Intelligent, automated compression that eliminates unnecessary bytes. Customers see images fast thanks to imgix's caching and global CDN. Introducing imgix Image Management. Transform your cloud bucket into a sophisticated platform that allows you to finally see what your images can do for you.

Starting Price: Free

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Style Arcade

The perfect product for your customer starts here. Growing fashion retailers and brands by aligning the entire business on product. We help fashion companies perfect their product offering through analytics and range planning software. Visualize, automate and collaborate on your range, in real time. Allow your team to focus on creating great product to delight your customers. See your entire range the way your customer does by country, channel, store and style. Spot your product opportunities or gaps instantly. Collaborate in real-time, with anyone, anytime, anywhere. Now your team can work in real-time together, from anywhere in the world. Connected to the most up to date changes and collaborating effortlessly. Gain back the headspace to focus on the product with automated: budget tracking, purchase order reconciliation & store size allocations.

Starting Price: $999 per month

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ObjectBox

The superfast nosql database for mobile and iot with integrated data synchronization. High-performance Objectbox is 10x faster than any alternative, improving response rates and enabling real-time applications. Check out our benchmarks. From sensor to server and everything in between. We support linux, windows, mac/ios, android, raspbian, etc. Embedded or containerized. Sync data seamlessly. Objectbox’ out-of-the-box synchronization makes data available when needed where needed, so you can take your app live faster. Offline first Develop applications that work on- and offline, independently from a constant internet connection, providing an “always-on”-feeling. Save time & dev. resources. Accelerate time-to-market, save development and lifecycle costs, save precious developer time for tasks that bring value, and let objectbox deal with the risk. Objectbox reduces cloud costs up to 60% by persisting data locally (on the edge), and syncing necessary data quicker and more efficiently.

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VisualCron

What is VisualCron? VisualCron is an automation, integration and task scheduling tool for windows. VisualCron key features. Features that provides solutions. No programming skills. You do not have to have a programming background to learn and create Tasks with VisualCron. Easy to use interface. Drag, click and create. The interface is consistent and easy to learn. Tasks for everything 100+ custom. Tasks for different technologies. Customer driven development. We base our development on feature requests from our customers. Extended logging. Audit, Task, Job and output logs will give help debugging. Flow and error handling. React and control flow based on error type and output. Programming interface. Interact with VisualCron on a programming level by using our API A price tag for everyone. VisualCron is very affordable to purchase and maintain - instant ROI.

Starting Price: $499 per year

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Feedonomics

Feedonomics is the #1 full-service product feed platform. Easily publish optimized product listings on hundreds of ad channels and marketplaces, such as Google Shopping, Facebook, Amazon, eBay, Walmart, and more. Feedonomics gives you the freedom to focus on other areas of your business. As a merchant or an agency that supports one, you shouldn’t have to dedicate time and resources to cleaning up product data, setting up exports, troubleshooting errors, and staying up-to-date with feed requirements just to manage your product feeds. What does "full-service" mean? It means we offer a powerful feed management platform, PLUS a team of feed specialists who help with the following: - Catalog optimization and product categorization, integration setup, feed refresh scheduling, maintenance, resolving feed-based errors, and more. - 24/7 support - Data governance and error alerts - Personalized service and solutions for your specific data needs

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xEmailExtractor

xEmailExtractor is a service that helps you extract targeted leads from Instagram. We can scrape accounts from followers, following, hashtags, comments, and likes of a specific post. This is the fastest Instagram Email Scraper on the market, it can scrape even one million users (around 100K emails) per day. Everything is automatic, so no proxies and accounts needed. Instagram is very strict, so we're taking all the risks of having our accounts blocked and using very expensive proxies in order to offer the best service on the market.

Starting Price: $32

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DATPROF

Test Data Management solutions like data masking, synthetic data generation, data subsetting, data discovery, database virtualization, data automation are our core business. We see and understand the struggles of software development teams with test data. Personally Identifiable Information? Too large environments? Long waiting times for a test data refresh? We envision to solve these issues: - Obfuscating, generating or masking databases and flat files; - Extracting or filtering specific data content with data subsetting; - Discovering, profiling and analysing solutions for understanding your test data, - Automating, integrating and orchestrating test data provisioning into your CI/CD pipelines and - Cloning, snapshotting and timetraveling throug your test data with database virtualization. We improve and innovate our test data software with the latest technologies every single day to support medium to large size organizations in their Test Data Management.

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Data Preparer

The Data Value Factory

A week's worth of manual data preparation in minutes. Reducing time to insight with intelligent data preparation. A New Approach to Data Preparation. Our Data Preparer software provides a new approach to preparing data for analysis. In Data Preparer, you describe what you need, and the software works out how to produce it. Hands-off Data Preparation. Data Preparer wrangles data without laborious hand-crafting of data preparation programs. In Data Preparer, you: Describe what you need. Provide data sources, a target structure, quality priorities and example data. The target structure and quality priorities make explicit what you need. The example data provides evidence that is used by Data Preparer to clean and integrate the data. Hand over to Data Preparer. Data Preparer explores how the data sources relate to each other and the target, and populates the target from the sources. Data Preparer explores different ways that the sources can be combined, and reformats data

Starting Price: $2500 per user per year

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Tengu

TENGU is a DataOps Orchestration Platform that works as a central workspace for data profiles of all levels. It provides data integration, extraction, transformation, loading all within it’s graph view UI in which you can intuitively monitor your data environment. By using the platform, business, analytics & data teams need fewer meetings and service tickets to collect data, and can start right away with the data relevant to furthering the company. The Platform offers a unique graph view in which every element is automatically generated with all available info based on metadata. While allowing you to perform all necessary actions from the same workspace. Enhance collaboration and efficiency, with the ability to quickly add and share comments, documentation, tags, groups. The platform enables anyone to get straight to the data with self-service. Thanks to the many automations and low to no-code functionalities and built-in assistant.

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Aurora LightZ

Aurora Predictions

Snap On AI-Enabled Analytics to Spreadsheet Data. Intuitive Excel style interface enables users across finance, operations and sales to exploit their data to gain insights for smarter decisions for better planning that improves execution, cut costs, and increases revenue without the need of knowing statistics, data science, or programming. The Solution? Aurora Disruptive AI with No ML Our SaaS service easily ingests spreadsheet data to deliver amazing insights, trends, correlations and more in seconds that move the business’ needle. AI is built-in, no programming needed and no Machine Learning, allowing you to use imperfect data. AI-Enabled Analytics for Every Excel User. Gather Your Data. From your spreadsheet, transactional system, data warehouse or data mart source via direct connect or selection on your desktop C drive. Intuitive UX & Quick Start Training In an hour via an on-line Quick Start training video you’ll be ready to load data, build models

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Dandelion API

SpazioDati

Find mentions of places, people, brands and events in documents and social media. Easily get additional data about the entities. Classify multilingual text into standard, pre-defined taxonomies or build your own custom classification scheme in minutes. Identify whether the expressed opinion in short texts (like product reviews) is positive, negative, or neutral. Automatically identify important, contextually relevant, concepts and key-phrases in articles and social media posts. Compare two texts and compute their syntactic and semantic similarity. Understand when two texts are about the same subject. Extract clean text article from newspapers, blogs and other websites. Remove boilerplate and advertising and get the article full text and images.

Starting Price: $49 per month

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Indeemo

Indeemo is an end-to-end, AI powered Video Research platform that helps MR, UX, and CX teams capture real-world insights through video, making it easier to understand people, products, and experiences deeper and at scale. Our platform combines in-app recruitment, incentive payments, an intuitive researcher dashboard with mobile apps that make it simple for participants to share videos, images, screen recordings, and text in any context at any time. Researchers can conduct 1:1 interviews and moderated usability testing or import video via our integrations with Zoom, MS Teams or Google Meet. Indeemo's advanced AI tools transcribe, translate, and analyze multimedia research content in 30+ languages, helping researchers surface insights faster. Our intuitive Reels editor makes it easy to trim and organize key video moments into impactful, shareable highlight reels.

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Tree Schema Data Catalog

Tree Schema

The essential tool for metadata management. Automatically populate your entire catalog in under 5 minutes! Data Discovery. Find the data you need anywhere within your data ecosystem from the database all the way down to the specific values for each field. Automatically document your data from existing data stores. First-class support for tabular and unstructured data. Automated data governance actions. Data Lineage. Explore your data lineage and understand where your data comes from and where it is going. View impact analysis of changes Find all up and downstream impacts. Visualize relationships and connections. API AccessNew. Manage your data lineage as code and keep your catalog up to date with the Tree Schema API. Integrate Data Lineage into CICD pipelines Capture values & descriptions within your code Analyze impact for breaking changes. Data Dictionary. Know the key terms and lingo that drive your business. Define the context and scope for keywords

Starting Price: $99 per month

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Logstash

Elasticsearch

Centralize, transform & stash your data. Logstash is a free and open server-side data processing pipeline that ingests data from a multitude of sources, transforms it, and then sends it to your favorite "stash." Logstash dynamically ingests, transforms, and ships your data regardless of format or complexity. Derive structure from unstructured data with grok, decipher geo coordinates from IP addresses, anonymize or exclude sensitive fields, and ease overall processing. Data is often scattered or siloed across many systems in many formats. Logstash supports a variety of inputs that pull in events from a multitude of common sources, all at the same time. Easily ingest from your logs, metrics, web applications, data stores, and various AWS services, all in continuous, streaming fashion. Download: https://sourceforge.net/projects/logstash.mirror/

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EC2 Spot

Amazon

Amazon EC2 Spot Instances let you take advantage of unused EC2 capacity in the AWS cloud. Spot Instances are available at up to a 90% discount compared to On-Demand prices. You can use Spot Instances for various stateless, fault-tolerant, or flexible applications such as big data, containerized workloads, CI/CD, web servers, high-performance computing (HPC), and test & development workloads. Because Spot Instances are tightly integrated with AWS services such as Auto Scaling, EMR, ECS, CloudFormation, Data Pipeline and AWS Batch, you can choose how to launch and maintain your applications running on Spot Instances. Moreover, you can easily combine Spot Instances with On-Demand, RIs and Savings Plans Instances to further optimize workload cost with performance. Due to the operating scale of AWS, Spot Instances can offer the scale and cost savings to run hyper-scale workloads.

Starting Price: $0.01 per user, one-time payment,

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DataGroomr

Deduplicate Salesforce the Easy Way. DataGroomr leverages Machine Learning to detect duplicate Salesforce records automatically. Duplicate records are loaded into a queue for users to compare records side-by-side, select which values to retain, append new values and merge. DataGroomr has everything you need to find, merge and get rid of dupes for good. No need to set up complex rules, DataGroomr's Machine Learning algorithms do the work for you. Conveniently merge duplicate records as-you-go or merge en masse, all directly from within the app. Select field values for master record or use inline editing to define new values as you deduplicate. Don't want to review org-wide duplicates? Define your own dataset by region, industry or any Salesforce field. Leverage the import wizard to deduplicate, merge and append records while importing to Salesforce. Set up automated duplication reports and mass merge tasks at a frequency that fits your schedule.

Starting Price: $99 per user per year

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Culverdocs

You can customize our forms to your specific use case, process, and the desired outcome. They’re simple and easy to use for teams of all sizes. Improve your efficiency and reduce costs by transforming your paper forms into beautiful digital documents in minutes. No need for time-consuming training! Culverdocs offers clean, simple methods of data entry and guides your users through the complete process. Instant delivery means no more waiting for paper forms to arrive so you can focus on more important tasks. Distribute high-quality reports beautifully branded to your business and utilize custom dashboards to provide real-time reporting & analysis of your data. Our workflows allows distribution of data to the correct departments seamlessly. It’s easy to integrate Culverdocs with your existing systems. Our integrations let you connect with a host of services or even build a custom integration with any REST service.

Starting Price: £20 per user per month

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Oracle Data Guard

Oracle

Oracle Data Guard ensures high availability, data protection, and disaster recovery for enterprise data. Oracle Data Guard provides a comprehensive set of services that create, maintain, manage, and monitor one or more standby databases to enable production Oracle databases to survive disasters and data corruptions. Data Guard provides the management, monitoring, and automation software to create and maintain one or more synchronized copies of a production database to protect Oracle data from failures, disasters, human error, and data corruptions while providing high availability for mission critical applications. Data Guard is included with Oracle Database Enterprise Edition. Active Data Guard is licensed option to the Oracle Database Enterprise Edition and enables advanced capabilities that extend the basic Data Guard functionality.

Starting Price: $46 per user per year

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Records Disposition Approval Module

Cassia Content Management

Records Disposition Approval Module for Content Suite. The essential records management add-on for OpenText Content Server. Product Features. RDA is the essential records management module for OpenText Content Suite. Driven by customers like you, RDA was built to make it easy for OpenText Content Server (OTCS) users to sign-off on records as well as to reduce the time it takes for records managers to process the records once they receive the approvals. Simplified Sign-Off Process for Approvers The ability to view all the metadata for an object so a decision can be made quickly. RDA Filters and Facets to quickly identify sets of records and approve or reject them in batches. Simplified Records Disposition Support Ability to request feedback for support if User is unsure about a certain record. Easily select approved records and de-select rejected records for processing in a disposition search. Bulk apply holds or update records management metadata directly from an RDA.

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OpenRefine

OpenRefine (previously Google Refine) is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data. OpenRefine always keeps your data private on your own computer until you want to share or collaborate. Your private data never leaves your computer unless you want it to. (It works by running a small server on your computer and you use your web browser to interact with it). OpenRefine can help you explore large data sets with ease. You can find out more about this functionality by watching the video below. OpenRefine can be used to link and extend your dataset with various webservices. Some services also allow OpenRefine to upload your cleaned data to a central database, such as Wikidata.. A growing list of extensions and plugins is available on the wiki.

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AnyGrids

AnyGrids is a free JavaScript grid library with charts integration for visualizing any business data. With AnyGrid's vanilla library, you can quickly create interactive tables from Javascript arrays, JSON formatted data, AJAX data sources. You can include the library in your project (by script tag or npm package installation) and keep working on it without any additional adjustments. AnyGrid allows you to sort, filter, and group your data, use expanding table rows with custom data rendering, custom (bar, pie, linear) sparklines, use packaged themes, column calculations, and pagination.

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Railz

Railz.ai

Railz is building the largest financial data network by bridging the connection between future-thinking financial institutions and real-time accounting data. Railz accomplishes this through an API that connects financial institutions to all major accounting software solutions, such as QuickBooks, Xero, and Sage. We offer financial institutions (FIs) the ability to connect with account service providers, collect data, normalize and sanitize that accounting data, and analyze it. Railz enables on-demand access to financial transactions, analytics, insights and reports on small and medium business (SMB) customers. Whether you’re a lender, financial institution, accounting firm, auditor, or startup developer that requires financial data, we can make this a reality for you - and fast.

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Mosaic

Mosaic.tech

Mosaic is the first Strategic Finance Platform for agile planning, real-time reporting, and better decision-making. Easily consolidating insights across ERP, CRM, HRIS, and Billing systems, Mosaic empowers teams to work together in a unified, cross-functional platform that acts as a simple source of truth for the entire organization. Mosaic was founded in 2019 by three finance leaders frustrated by the slow speed, high complexity, and inefficiencies of existing tools in the market. Knowing the office of the CFO needed an overhaul, they set out to build a platform that would address the technical challenges modern-day finance and business teams face. Today, Mosaic is leveraged by some of the fastest-growing companies, helping them align, collaborate and plan for the future.

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IBM Cloud Mass Data Migration

IBM

IBM Cloud® Mass Data Migration uses storage devices with 120 TB of usable capacity to accelerate moving data to the cloud and overcome common transfer challenges like high costs, long transfer times and security concerns — all in a single service. Using a single IBM Cloud Mass Data Migration device, you can migrate up to 120 TB of data (at RAID-6) in just days, as opposed to weeks or months using traditional data-transfer methods. Whether you need to migrate a few terabytes or many petabytes of data, you have the flexibility to request one or multiple devices to accommodate your workload. Moving large data sets can be an expensive and time-consuming process. Use an IBM Cloud Mass Data Migration device at your location for just 50 USD per day. IBM sends you a preconfigured device for you to simply connect, ingest data and then ship back to IBM for offload into IBM Cloud Object Storage. Once offloaded, enjoy immediate access to your data in the cloud while IBM securely wipes the device.

Starting Price: $50 per day

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Starburst Enterprise

Starburst Data

Starburst helps you make better decisions with fast access to all your data; Without the complexity of data movement and copies. Your company has more data than ever before, but your data teams are stuck waiting to analyze it. Starburst unlocks access to data where it lives, no data movement required, giving your teams fast & accurate access to more data for analysis. Starburst Enterprise is a fully supported, production-tested and enterprise-grade distribution of open source Trino (formerly Presto® SQL). It improves performance and security while making it easy to deploy, connect, and manage your Trino environment. Through connecting to any source of data – whether it’s located on-premise, in the cloud, or across a hybrid cloud environment – Starburst lets your team use the analytics tools they already know & love while accessing data that lives anywhere.

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E-MapReduce

Alibaba

EMR is an all-in-one enterprise-ready big data platform that provides cluster, job, and data management services based on open-source ecosystems, such as Hadoop, Spark, Kafka, Flink, and Storm. Alibaba Cloud Elastic MapReduce (EMR) is a big data processing solution that runs on the Alibaba Cloud platform. EMR is built on Alibaba Cloud ECS instances and is based on open-source Apache Hadoop and Apache Spark. EMR allows you to use the Hadoop and Spark ecosystem components, such as Apache Hive, Apache Kafka, Flink, Druid, and TensorFlow, to analyze and process data. You can use EMR to process data stored on different Alibaba Cloud data storage service, such as Object Storage Service (OSS), Log Service (SLS), and Relational Database Service (RDS). You can quickly create clusters without the need to configure hardware and software. All maintenance operations are completed on its Web interface.

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Greenplum

Greenplum Database

Greenplum Database® is an advanced, fully featured, open source data warehouse. It provides powerful and rapid analytics on petabyte scale data volumes. Uniquely geared toward big data analytics, Greenplum Database is powered by the world’s most advanced cost-based query optimizer delivering high analytical query performance on large data volumes. Greenplum Database® project is released under the Apache 2 license. We want to thank all our current community contributors and are interested in all new potential contributions. For the Greenplum Database community no contribution is too small, we encourage all types of contributions. An open-source massively parallel data platform for analytics, machine learning and AI. Rapidly create and deploy models for complex applications in cybersecurity, predictive maintenance, risk management, fraud detection, and many other areas. Experience the fully featured, integrated, open source analytics platform.

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Flatfile

Flatfile is an AI-powered data exchange platform designed to streamline the collection, mapping, cleaning, transformation, and conversion of data for enterprises. It offers a rich library of smart APIs for file-based data import, enabling developers to integrate its capabilities seamlessly into their applications. The platform provides an intuitive, workbook-style user experience, facilitating user-friendly data management with features like search, find and replace, and sort functionalities. Flatfile ensures compliance with industry standards, being SOC 2, HIPAA, and GDPR compliant, and operates on secure cloud infrastructure for scalability and performance. By automating data transformations and validations, Flatfile reduces manual effort, accelerates data onboarding processes, and enhances data quality across various industries.

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Best Data Management Software - Page 56

Compare the Top Data Management Software as of January 2026 - Page 56

Backtrace

Data Excavator

imgix

Style Arcade

ObjectBox

VisualCron

Feedonomics

xEmailExtractor

DATPROF

Data Preparer

Tengu

Aurora LightZ

Dandelion API

Indeemo

Tree Schema Data Catalog

Logstash

EC2 Spot

DataGroomr

Culverdocs

Oracle Data Guard

Records Disposition Approval Module

OpenRefine

AnyGrids

Railz

Mosaic

IBM Cloud Mass Data Migration

Starburst Enterprise

E-MapReduce

Greenplum

Flatfile

Best Data Management Software - Page 56

Compare the Top Data Management Software as of January 2026 - Page 56

Backtrace

Data Excavator

imgix

Style Arcade

ObjectBox

VisualCron

Feedonomics

xEmailExtractor

DATPROF

Data Preparer

Tengu

Aurora LightZ

Dandelion API

Indeemo

Tree Schema Data Catalog

Logstash

EC2 Spot

DataGroomr

Culverdocs

Oracle Data Guard

Records Disposition Approval Module

OpenRefine

AnyGrids

Railz

Mosaic

IBM Cloud Mass Data Migration

Starburst Enterprise

E-MapReduce

Greenplum

Flatfile

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