Alternatives to DataLark
Compare DataLark alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to DataLark in 2026. Compare features, ratings, user reviews, pricing, and more from DataLark competitors and alternatives in order to make an informed decision for your business.
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1
Semarchy xDM
Semarchy
Use Semarchy unified data platform to experience xDM. Discover, govern, enrich, enlighten and manage data. You can easily transform data into insights with xDM and rapidly deliver data-rich applications with automated master data management. Its business-centric interfaces provide for rapid creation and adoption of data-rich applications, while automation rapidly generates applications to your specific requirements. Use the agile platform to quickly expand or evolve data applications. -
2
Linx
Twenty57
A powerful iPaaS platform for integration and business process automation. Linx is a powerful platform for building custom integrations at scale. The platform provides enterprise-grade capability and unparalleled flexibility to cater to a wide range of integration use cases for today’s growing businesses, including application integration, data synchronization, data migration, automations, and rapid API development and management. Linx is a low-code, desktop-based iPaaS that enables organizations to connect their cloud and on-premise applications, data sources.Starting Price: $599 per month -
3
DATPROF
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. -
4
IRI FieldShield
IRI, The CoSort Company
IRI FieldShield® is powerful and affordable data discovery and masking software for PII in structured and semi-structured sources, big and small. Use FieldShield utilities in Eclipse to profile, search and mask data at rest (static data masking), and the FieldShield SDK to mask (or unmask) data in motion (dynamic data masking). Classify PII centrally, find it globally, and mask it consistently. Preserve realism and referential integrity via encryption, pseudonymization, redaction, and other rules for production and test environments. Delete, deliver, or anonymize data subject to DPA, FERPA, GDPR, GLBA, HIPAA, PCI, POPI, SOX, etc. Verify compliance via human- and machine-readable search reports, job audit logs, and re-identification risk scores. Optionally mask data as you map it. Apply FieldShield functions in IRI Voracity ETL, federation, migration, replication, subsetting, or analytic jobs. Or, run FieldShield from Actifio, Commvault or Windocks to mask DB clones. -
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Boomi
Boomi
Boomi is a leader in integration and automation, offering an intelligent iPaaS platform that connects applications, APIs, data, and AI agents to drive digital transformation. With its seamless integration capabilities, Boomi enables businesses to scale securely, automate workflows, and manage data effortlessly across diverse environments. The platform includes AI-powered features, robust API management, and real-time insights to help enterprises streamline their operations, optimize efficiency, and innovate without compromising security. Boomi Agentstudio is a comprehensive AI agent management platform that allows businesses to design, govern, and orchestrate AI agents at scale. It simplifies the management of AI agents across their entire lifecycle, from development to deployment. With tools that provide real-time insights, observability, and compliance, Boomi Agentstudio empowers enterprises to automate processes, optimize workflows, and drive hyperproductivity.Starting Price: $550.00/month -
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IRI Data Manager
IRI, The CoSort Company
The IRI Data Manager suite bundles the tools you need for faster data manipulation and movement: 1) CoSort makes light work of big data processing "heavy lifts" in DW ETL, BI/analytics, DB loads, sort/merge offload, etc. 2) FACT dumps very large database (VLDB) tables in parallel to flat files for ETL, DB migration, reorg, and archive. 3) NextForm performs and speeds file and table conversion, remapping, DB replication, data re-formatting, and federation. 4) RowGen subsets DBs or synthesizes structurally and referentially correct test data in tables, files, and reports. These IRI products address data integration and staging (ETL/ELT), big data packaging and provisioning, BI reporting and data wrangling (preparation) and DevOps. Use them alone or in the IRI Voracity platform to: improve data quality; speed sorting and data transformation; migrate and replicate data; replace legacy sorts; and, synthesize (plus virtualize) smart RDB and file test data. -
7
K2View
K2View
At K2View, we believe that every enterprise should be able to leverage its data to become as disruptive and agile as the best companies in its industry. We make this possible through our patented Data Product Platform, which creates and manages a complete and compliant dataset for every business entity – on demand, and in real time. The dataset is always in sync with its underlying sources, adapts to changes in the source structures, and is instantly accessible to any authorized data consumer. Data Product Platform fuels many operational use cases, including customer 360, data masking and tokenization, test data management, data migration, legacy application modernization, data pipelining and more – to deliver business outcomes in less than half the time, and at half the cost, of any other alternative. The platform inherently supports modern data architectures – data mesh, data fabric, and data hub – and deploys in cloud, on-premise, or hybrid environments. -
8
Delphix
Perforce
Delphix is the industry leader in DataOps and provides an intelligent data platform that accelerates digital transformation for leading companies around the world. The Delphix DataOps Platform supports a broad spectrum of systems, from mainframes to Oracle databases, ERP applications, and Kubernetes containers. Delphix supports a comprehensive range of data operations to enable modern CI/CD workflows and automates data compliance for privacy regulations, including GDPR, CCPA, and the New York Privacy Act. In addition, Delphix helps companies sync data from private to public clouds, accelerating cloud migrations, customer experience transformation, and the adoption of disruptive AI technologies. Automate data for fast, quality software releases, cloud adoption, and legacy modernization. Source data from mainframe to cloud-native apps across SaaS, private, and public clouds. -
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BMC Compuware Topaz for Enterprise Data
BMC Software
Visualize vast quantities of data objects, understand their relationships, and tune related data extracts to create optimal test data. Compare files, including those that exist on different LPARs, expanding the ability to quickly and frequently assess the impact of your changes. Simplify the complex task of managing data and preparing data for testing by enabling developers and test engineers to perform data-related tasks without writing programs or scripts, coding SQL, or using multiple utilities. Enable developers, test engineers, and analysts to be more self-sufficient by provisioning data when needed, reducing reliance on subject matter experts. Improve application quality with better testing scenarios, simplifying the task of creating complete data extracts for testing purposes, and accurately identifying the impact of changing pieces of data. -
10
Today’s Agile DevOps teams need the ability to go faster. BMC Compuware File-AID provides a cross-platform file and data management solution that enables developers and QA staff to quickly and conveniently access necessary data and files instead of hunting around for them. In turn, developers devote less time to data-related tasks and spend more time developing new functionality and managing production problems. Rightsizing your test data provides confidence to make code changes without unintended consequences. Access all standard file types regardless of record length or format for application integration. Compare data files or objects to simplify the test results validation process. Reformat files by easily modifying an existing file format instead of starting from scratch. Extract and load related subsets of data from multiple databases and files & more.
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11
Lark Base
Lark Base
Base by Lark is a versatile no-code data management and business workflow platform that helps teams organize, visualize, and act on information without needing traditional development skills. It lets you build custom databases to track anything from projects, tasks, and inventories to customer relationships, using flexible fields and views such as grid, Kanban, and Gantt charts to present data in meaningful ways. Base integrates seamlessly with other Lark Suite tools such as messaging, docs, approvals, and calendars to keep work aligned across communication and data tracking. It includes built-in automation and templates that help teams automate repetitive work and standardize processes, and it can turn imported spreadsheets into interactive dashboards quickly, giving stakeholders real-time visibility into progress and performance.Starting Price: $6 per month -
12
Lark
ByteDance
The next-gen collaboration suite. All your chats, meetings, calendars, docs, and emails in one place. These organisations have made Lark their all-in-one solution for collaboration. Lark is a comprehensive productivity superapp designed to streamline collaboration. It combines chat, meetings, document editing,project management, and automation tools in one intuitive platform, simplifying your workflow and enhancing team communication. It suits teams of all sizes, from small groups to large multinational companies. By utilizing Lark Base, teams have the ability to construct a CRM solution that aligns with their present requirements and is capable of expanding along with the business. Additionally, Lark is well-equipped to serve as a project management tool, providing project managers with robust features for planning, tracking, and executing projects effectively.Starting Price: $12/user/month -
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Lark
Lark
Lark is a digital health platform that offers 24/7 personalized health coaching through a smartphone app, aiming to help users eat better, move more, stress less, and improve overall wellness. The platform provides programs for diabetes prevention, diabetes management, hypertension, weight management, and general health improvement. Lark's Diabetes Prevention Program is accredited by the CDC and has been clinically tested, showing results on par with telehealth and live coaching. The app integrates with devices like smart scales and activity trackers, offering real-time feedback and personalized coaching based on user data. Lark partners with major insurance companies to offer its services at no additional cost to users, making healthy lifestyle changes more accessible and affordable. -
14
StarfishETL
StarfishETL
StarfishETL is an Integration Platform as a Service (iPaaS), and although “integration” is in the name, it’s capable of much more. An iPaaS lives in the cloud and can integrate different systems by using their APIs. This makes it adaptable beyond integration for migration, data governance, and data cleansing. Unlike traditional integration apps, StarfishETL provides low-code mapping and powerful scripting tools to manage, personalize, and manipulate data at scale. Features: - Drag and drop mapping - AI-powered connections - Purpose built integrations - Extensibility through scripting - Secure on-premises connections - Scalable data capacityStarting Price: 400/month -
15
SmartParse
SmartParse
SmartParse is a tool that simplifies data migration from any flat file to any API with minimal setup, offering a quick, low-code solution for integrating systems. With high scalability, it can manage files from a few rows to millions of lines.Starting Price: $0 -
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CloudTDMS
Cloud Innovation Partners
CloudTDMS solution is a No-Code platform having all necessary functionalities required for Realistic Data Generation. CloudTDMS, your one stop for Test Data Management. Discover & Profile your Data, Define & Generate Test Data for all your team members : Architects, Developers, Testers, DevOPs, BAs, Data engineers, and more ... CloudTDMS automates the process of creating test data for non-production purposes such as development, testing, training, upgrading or profiling. While at the same time ensuring compliance to regulatory and organisational policies & standards. CloudTDMS involves manufacturing and provisioning data for multiple testing environments by Synthetic Test Data Generation as well as Data Discovery & Profiling. Benefit from CloudTDMS No-Code platform to define your data models and generate your synthetic data quickly in order to get faster return on your “Test Data Management” investments. CloudTDMS solves the following challenges : -Regulatory ComplianceStarting Price: Starter Plan : Always free -
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appRules Portal
appStrategy
appRules Portal is the leading all-in-one solution engine. Designed and developed by award-winning industry and computer software experts, appRules gives IT departments and solution providers the only unified platform for composing mission-critical, next-generation data migration, data integration, business rules, and process automation projects. The no-code appRules platform integrates with all major data sources, can be run on-premise/cloud/web with projects delivered on-time and on-budget. -
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zetVisions SPoT
zetVisions
Master data is known as static basic data or reference data about business-relevant objects, e.g. products, suppliers, customers, employees. zetVisions SPoT is the intelligent data guardian allowing you a consistent database and helping you to faster achieve you goals. SPoT not only offers advantages before and during the migration, but also provides you with good reasons for the time after. This way you will permanently benefit from an intuitive operation and enhanced data governance. In addition, it will be easier for you to comply with internal company guidelines for all processes related to data entry, release and maintenance on a permanent basis and thus ensure data quality. -
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Xeotek
Xeotek
Xeotek helps companies develop and explore their data applications and streams faster with Xeotek's powerful desktop and web application. Xeotek KaDeck was designed to be used by developers, operations, and business users alike. Because business users, developers, and operations jointly gain insight into data and processes via KaDeck, the whole team benefits: fewer misunderstandings, less rework, more transparency. Xeotek KaDeck puts you in control of your data streams. Save hours of work by gaining insights at the data and application level in projects or day-to-day operations. Export, filter, transform and manage data streams in KaDeck with ease. Run JavaScript (NodeV4) code, transform & generate test data, view & change consumer offsets, manage your streams or topics, Kafka Connect instances, schema registry, and ACLs – all from one convenient user interface. -
20
CloverDX
CloverDX
Design, debug, run and troubleshoot data transformations and jobflows in a developer-friendly visual designer. Orchestrate data workloads that require tasks to be carried out in the right sequence, orchestrate multiple systems with the transparency of visual workflows. Deploy data workloads easily into a robust enterprise runtime environment. In cloud or on-premise. Make data available to people, applications and storage under a single unified platform. Manage your data workloads and related processes together in a single platform. No task is too complex. We’ve built CloverDX on years of experience with large enterprise projects. Developer-friendly open architecture and flexibility lets you package and hide the complexity for non-technical users. Manage the entire lifecycle of a data pipeline from design, deployment to evolution and testing. Get things done fast with the help of our in-house customer success teams.Starting Price: $5000.00/one-time -
21
FluentPro Project Migrator
FluentPro Software Corporation
FluentPro Project Migrator is a cloud platform for automated project data migration. Companies migrate projects between the most popular project management platforms - Microsoft Planner, Trello, Monday.com, Project Online, Project for the Web, Asana, Smartsheet, and Dynamics 365 Project Operations. Project Migrator is a secure, fully automated, easy-to-use, and lightning-fast software; it helps companies migrate their projects effortlessly. Using Project Migrator, organizations can get numerous benefits: • With full automation of the process, Project Migrator saves 90% of the time spent on project migrations. • Reduces the migration cost by up to 90%. • Eliminates all risks related to data migration, such as loss of project data and related documents. • Offers absolute flexibility: project managers and IT specialists can perform migration when necessary, from the web or from Microsoft Teams. • Provides high security: Project Migrator runs in the cloud (Microsoft Azure) -
22
SQLWays
Ispirer Systems
SQLWays is an easy-to-use cross-database migration tool. It allows to migrate the entire database schema, including SQL objects, tables and data from source to target databases. Smart conversion, teamwork, technical support, the tool customization according to your project requirements – all of these capabilities are combined in one solution. Customization option. The migration process using SQLWays can be customized to tailor specific business needs. Essentially, it accelerates database modernization considerably. High level of automation. Smart migration core provides a high level of automation for the migration process, ensuring a consistent and reliable migration. Code security. Privacy is of utmost importance to us. That is why we developed the tool that does not save or send the code structures it processes. With our tool, you can be sure that your data is safe, since our tool can work even without an Internet connection.Starting Price: $245/month -
23
Import Export PowerTool
Insight Works
For integrators, consultants, and developers who need to migrate Dynamics 365 Business Central data, then look no further than the free Import Export PowerTool app from Insight Works. Unlike RapidStart which can take an extraordinarily long time to migrate data, Import Export PowerTool performs data imports and exports at lightning-fast speeds. Stop waiting for data migration and start using data with the Import Export PowerTool from Insight Works. • Import data up to 30+ times faster than RapidStart Configuration Packages. • Export data hundreds of times faster than RapidStart. • Use existing Configuration Packages to perform fast exports. • Automatically insert specified lot numbers and serial numbers on item journal imports, making it ideal for initial inventory loads. • Create record links and notes for new or existing records. • Excel is not required. Users can generate and import text files. • Bulk edit data quickly and easily. -
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Tengu
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. -
25
dataZap
ChainSys
Cloud to cloud and on premise to cloud data cleansing, migration, integration and reconciliation. Runs on OCI and offers secure connections to your Oracle Enterprise Applications on Cloud and on premise One platform for data & setup migrations, integrations, reconciliations, big data ingestions & archival 9000+ pre-built API templates and web services Data quality engine has pre-configured business rules to profile, clean, enrich & correct data Configurable, agile, and low code/no code Fully cloud-enabled so usage can be immediate Migration platform for migrating data into Oracle Cloud Applications, Oracle E-Business Suite, Oracle JD Edwards, Microsoft Dynamics, Oracle Peoplesoft and many other enterprise application environments, from any of above systems and many legacy applications. It is a robust and scalable Data Migration platform with a user-friendly interface. More than 3000+ Smart Data Adapters are available covering various Oracle Applications. -
26
iBEAM O2PIMS
OptiSol Business Solutions
OptiSol’s Oracle-to-PostgreSQL Migration (iBEAM O2PIMS) is a comprehensive platform that automates up to 70% of the migration process, helping enterprises move from costly, vendor-locked Oracle databases to scalable, open-source PostgreSQL. It covers end-to-end migration including schema, PL/SQL code, data, and business logic, with built-in validation, real-time sync, and performance tuning to ensure minimal downtime and zero data loss. With strong security, compliance (SOC 2 Type II, GDPR, HIPAA), and flexible engagement models, it enables faster, safer, and more cost-effective modernization for enterprises across industries. -
27
CodeWays
Ispirer Systems
CodeWays handles cross-platform application migration. The tool automatically migrates source code between two programming languages. In addition, the tool can change the architecture of the application, for example, from desktop to web-based. The software optimizes the migration process to reduce timeline and ensure high quality of application migration. We perform modernization of legacy applications, e.g. COBOL, Progress 4GL, Informix 4GL, Delphi, PowerBuilder to modern technologies, including WEB architecture, provided by the .NET and Java ecosystems. CodeWays is based on an intelligent proprietary system that analyzes data types, relationships between objects, and reserved words and even code structures that do not have any equivalents in a target technology. This ensures high quality of application migration and reduces the amount of manual code adjustments.Starting Price: $595 per month -
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Azure Migrate
Microsoft
Get all of the Azure migration tools and guidance you need to plan and implement your move to the cloud—and track your progress using a central dashboard that provides intelligent insights. Support for key migration scenarios across servers, data, databases, web apps, and virtual desktops. Comprehensive discovery, assessment, and migration capabilities powered by Azure and partner tools. Centralized migration repository delivering end-to-end tracking and insights. Cost-efficient migration with Azure cost optimization features and tools. The guided experience and progress dashboard walk you through discovery, assessment, and migration phases for different business areas in one central data repository. Make the best migration decisions with built-in insights and recommendations. Migrate efficiently with rapid lift-and-shift migration tools, all included in your Azure subscription at no additional cost. -
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SCIKIQ
DAAS Labs
An AI-powered data management platform that enables true data democratization. Integrates & centralizes all data sources, facilitates collaboration, and empowers organizations for innovation, driven by Insights. SCIKIQ is a holistic business data platform that simplifies data complexities from business users through a no-code, drag-and-drop user interface which allows businesses to focus on driving value from data, thereby enabling them to grow, and make faster and smarter decisions with confidence. Use box integration, connect any data source, and ingest any structured and unstructured data. Build for business users, ease of use, a simple no-code platform, and use drag and drop to manage your data. Self-learning platform. Cloud agnostic, environment agnostic. Build on top of any data environment. SCIKIQ architecture is designed specifically to address the challenges facing the complex hybrid data landscape.Starting Price: $10,000 per year -
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TCS MasterCraft DataPlus
Tata Consultancy Services
The users of data management software are primarily from enterprise business teams. This requires the data management software to be highly user-friendly, automated and intelligent. Additionally, data management activities must adhere to various industry-specific and data protection related regulatory requirements. Further, data must be adequate, accurate, consistent, of high quality and securely accessible so that business teams can make informed and data-driven strategic business decisons. Enables an integrated approach for data privacy, data quality management, test data management, data analytics and data modeling. Efficiently addresses growing volumes of data efficiently, through service engine-based architecture. Handles niche data processing requirements, beyond out of box functionality, through a user-defined function framework and python adapter. Provides a lean layer of governance surrounding data privacy and data quality management. -
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Datametica
Datametica
At Datametica, our birds with unprecedented capabilities help eliminate business risks, cost, time, frustration, and anxiety from the entire process of data warehouse migration to the cloud. Migration of existing data warehouse, data lake, ETL, and Enterprise business intelligence to the cloud environment of your choice using Datametica automated product suite. Architecting an end-to-end migration strategy, with workload discovery, assessment, planning, and cloud optimization. Starting from discovery and assessment of your existing data warehouse to planning the migration strategy – Eagle gives clarity on what’s needed to be migrated and in what sequence, how the process can be streamlined, and what are the timelines and costs. The holistic view of the workloads and planning reduces the migration risk without impacting the business. -
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Swan Data Migration
Pritna
Our state-of-the-art data migration tool is specially designed to effectively convert and migrate data from outdated legacy applications to advanced systems and frameworks with advanced data validation mechanisms and real-time reporting. Too often in the data migration process, data is lost or corrupted. When transferring information from old legacy systems to new advanced systems, the process is complex and time-consuming. Cutting corners or attempting to integrate the data without the proper tools may seem appealing, but often results in costly and drawn-out exercises of frustration. For organizations such as State Agencies, the risk is simply too high, not to get it right the first time. This is the most challenging phase, and one many organizations fail to get right. A good data migration project is built on the foundation of the initial design. This is where you will design and hand-code the rules of the project to handle different data according to your specifications. -
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DBConvert
DBConvert
Database Conversion and Synchronization software Migrate Your Data Fast With Confidence. More than 10 database engines are supported; Support for Cloud Platforms: Amazon RDS, Microsoft Azure SQL, Google Cloud, and Heroku; More than 50 common migration directions are supported; More than 1 million database records can be transferred in 5 minutes. Manual data transfer processes are time-consuming and difficult jobs. They are also very error-prone, resulting in bad data at the destination after migration. Fortunately, our cross-database migration and synchronization tools convert and replicate your database rapidly while preserving your data integrity, database structures, and relations between tables. DBConvert applications simplify your daily work with routine data processing. Our software can build the new target database, creates tables, indexes. Or it can transfer data to an existing database.Starting Price: $149 one-time payment -
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Huawei Cloud Data Migration
Huawei Cloud
On-premises and cloud-based data migrations among nearly 20 types of data sources are supported. The distributed computing framework ensures high-performance data migration and optimal data writing of specific data sources. The wizard-based development interface frees you from complex programming and helps you quickly develop migration tasks. You only pay for what you use and do not need to build dedicated hardware and software. Big data cloud services can replace or back up on-premises big data platforms and support full migration of massive amounts of data. Support for relational databases, big data, files, NoSQL, and many other data sources ensures a wide application scope. Wizard-based task management provides out-of-the-box usability. Data is migrated between services on HUAWEI CLOUD, achieving data mobility.Starting Price: $0.56 per hour -
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Actifio
Google
Automate self-service provisioning and refresh of enterprise workloads, integrate with existing toolchain. High-performance data delivery and re-use for data scientists through a rich set of APIs and automation. Recover any data across any cloud from any point in time – at the same time – at scale, beyond legacy solutions. Minimize the business impact of ransomware / cyber attacks by recovering quickly with immutable backups. Unified platform to better protect, secure, retain, govern, or recover your data on-premises or in the cloud. Actifio’s patented software platform turns data silos into data pipelines. Virtual Data Pipeline (VDP) delivers full-stack data management — on-premises, hybrid or multi-cloud – from rich application integration, SLA-based orchestration, flexible data movement, and data immutability and security. -
36
WhereScape
WhereScape Software
WhereScape helps IT organizations of all sizes leverage automation to design, develop, deploy, and operate data infrastructure faster. More than 700 customers worldwide rely on WhereScape automation to eliminate hand-coding and other repetitive, time-intensive aspects of data infrastructure projects to deliver data warehouses, vaults, lakes and marts in days or weeks rather than in months or years. From data warehouses and vaults to data lakes and marts, deliver data infrastructure and big data integration fast. Quickly and easily plan, model and design all types of data infrastructure projects. Use sophisticated data discovery and profiling capabilities to bulletproof design and rapid prototyping to collaborate earlier with business users. Fast-track the development, deployment and operation of your data infrastructure projects. Dramatically reduce the delivery time, effort, cost and risk of new projects, and better position projects for future business change. -
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Test Data Manager
Broadcom
Find, build, manage, and deliver test data to everyone on your team. Test Data Manager helps you address data privacy and compliance Issues as they relate compliance regulations and your corporate mandates. The TDM Discovery and Profiling feature provides the ability to identify personally identifiable information (PII) across multiple data sources. A heat map displays PII data and classifies it according to severity levels. Test data engineers and compliance officers can review and tag the Data for further mitigation. Comprehensive reports can be generated in PDF format to demonstrate compliance to anyone interested. Test Data Manager helps you address data privacy and compliance Issues as they relate compliance regulations and your corporate mandates. The TDM Discovery and Profiling feature provides the ability to identify personally identifiable information (PII) across multiple data sources. A heat map displays PII data and classifies it according to severity levels. -
38
TimeXtender
TimeXtender
TimeXtender is the holistic solution for data integration. TimeXtender provides all the features you need to build a future-proof 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. You can't optimize for everything all at once. That's why we take a holistic approach to data integration that optimizes for agility, not fragmentation. By using metadata to unify each layer of the data stack and automate manual processes, TimeXtender empowers you to build data solutions 10x faster, while reducing your costs by 70%-80%. We do this for one simple reason: because time matters.Starting Price: $1,600/month -
39
AWS Database Migration Service helps you migrate databases to AWS quickly and securely. The source database remains fully operational during the migration, minimizing downtime to applications that rely on the database. The AWS Database Migration Service can migrate your data to and from most widely used commercial and open-source databases. AWS Database Migration Service can migrate your data to and from most of the widely used commercial and open source databases. It supports homogeneous migrations such as Oracle to Oracle, as well as heterogeneous migrations between different database platforms, such as Oracle to Amazon Aurora. Migrations can be from on-premises databases to Amazon Relational Database Service (Amazon RDS) or Amazon Elastic Compute Cloud (Amazon EC2), databases running on EC2 to RDS, or vice versa, as well as from one RDS database to another RDS database. It can also move data between SQL, NoSQL, and text-based targets.
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40
Mobilize.net
Mobilize.Net
Get a free report with a detailed analysis of your source code. Plus, a migration engineer will help you understand how to migrate your project. A quick phone call to review your data can provide valuable insights into what workloads can be made cloud-ready quickly, and which might need additional effort. VB6 has been out of support for over a decade. The Visual Basic Upgrade Companion quickly and efficiently migrates VB6 code to C# or VB.NET and .NET Core or Framework with Windows Forms. Faster than a rewrite, more productive than all other solutions. VBUC moves forms, business logic, and object names to .NET Framework or Core, keeping proven and debugged logic and processes intact. Web apps can be complex. WebMAP moves your .NET, PowerBuilder, and Winforms apps to the native web with Angular and ASP.NET Core while hiding the clutter. -
41
Rulex
Rulex
Rulex helps people and organizations harness their data and make smart decisions by delivering a Decision Intelligence system. While simplifying the entire data harmonization process, Rulex Platform offers a composable combination of advanced technologies to build enterprise-level solutions, including eXplainable AI (XAI), rule-based systems, mathematical optimization, and what-if scenario simulators. Thanks to its intuitive no-code interface, the platform is designed to meet the needs of both data experts and business users. Due to its high versatility, Rulex Platform has been widely adopted across various industries since 2007, including supply chain, financial services, life sciences, and manufacturing.Starting Price: €95/month -
42
BMC Test Data Management
BMC Software
BMC Compuware offers a comprehensive Test Data Management solution which includes an end-to-end combination of the technology, expertise, and best practices needed to support a data protection and optimization initiative across the enterprise. By implementing a TDM solution, an organization can reduce its risk of exposure, increase productivity, and reduce the overall test data footprint, all while lowering the cost of managing data. BMC Compuware Test Data Management Best Practice is one of the key components of the solution. It provides the guiding principles to build or enhance the process of preparing secure data environments to support the IT functions related to the usage and delivery of data in production-like conditions such as testing, training, etc. It allows for right-sized, desensitized, on-demand data. The solution allows for the diverse technical, organizational and political challenges associated with the protection of proprietary information. -
43
Newtera
Newtera
Testing is an indispensable important technical means in the process of product development, manufacturing, and maintenance. It plays a vital role in optimizing product performance, extending product life, improving product quality, and controlling costs. However, in the course of enterprise testing, a large amount of accumulated test data has not been managed and utilized. How to manage and organize these scattered, diverse, and complex format test data has always been a difficult problem for test managers. At the same time, how to rationally allocate test resources, efficiently use test benches and test equipment, and how to standardize test procedures to ensure the accuracy and efficiency of the test and avoid repetition have become the bottleneck restricting the test level and test efficiency of the enterprise. In response to the problems faced by the enterprise trial business, the TDM system came into being. -
44
VMware HCX
Broadcom
Seamlessly extend your on-premises environments into cloud. VMware HCX streamlines application migration, workload rebalancing and business continuity across data centers and clouds. Large-scale movement of workloads across any VMware platform. vSphere 5.0+ to any current vSphere version on cloud or modern data center. KVM and Hyper-V conversion to any current vSphere version. Support for VMware Cloud Foundation, VMware Cloud on AWS, Azure VMware Services and more. Choice of migration methodologies to meet your workload needs. Live large-scale HCX vMotion migration of 1000’s of VMs. Zero downtime migration to limit business disruption. Secure proxy for vMotion and replication traffic. Migration planning and visibility dashboard. Automated migration-aware routing with NSX for network connectivity. WAN optimized links for migration across Internet or WAN. High-throughput L2 extension. Advanced traffic engineering to optimize the application migration times. -
45
Informatica Test Data Management
Informatica
We help you discover, create, and subset test data; visualize test data coverage; and protect data so you can focus on development. Automate provisioning of masked, subsetted, and synthetically generated data to meet development and testing needs. Identify sensitive data locations quickly with consistent masking in and across databases. Store, augment, share, and reuse test datasets to improve testers’ efficiency. Provision smaller data sets to minimize infrastructure requirements and speed performance. Use our comprehensive set of masking techniques to consistently protect data across applications. Support packaged applications to ensure solution integrity and speed deployments. Engage risk, compliance, and audit teams to align with data governance initiatives. Improve test efficiency with reliable, trusted production data sets; reduce server and storage footprints with data set sizes targeted for each team. -
46
GibsonAI
GibsonAI
GibsonAI is an innovative AI-powered database engineer that revolutionizes the entire database lifecycle by automating everything from design to deployment. With a simple conversation in plain English, users can instantly generate complete database solutions including entity-relationship diagrams, optimized schemas, fully deployed hosted databases, live CRUD APIs, and comprehensive documentation—all without writing SQL or managing DevOps. The platform enables effortless modifications through natural language commands, eliminating manual migrations and downtime, making it ideal for developers seeking to accelerate development, startups launching scalable applications, and enterprise teams streamlining database engineering and maintenance.Starting Price: $20/month -
47
Informatica MDM
Informatica
Our market-leading, multidomain solution supports any master data domain, implementation style, and use case, in the cloud or on premises. Integrates best-in-class data integration, data quality, business process management, and data privacy. Tackle complex issues head-on with trusted views of business-critical master data. Automatically link master, transaction, and interaction data relationships across master data domains. Increase accuracy of data records with contact data verification, B2B, and B2C enrichment services. Update multiple master data records, dynamic data models, and collaborative workflows with one click. Reduce maintenance costs and speed deployment with AI-powered match tuning and rule recommendations. Increase productivity using search and pre-configured, highly granular charts and dashboards. Create high-quality data that helps you improve business outcomes with trusted, relevant information. -
48
ShareGate
Workleap
ShareGate is the leading Microsoft 365 migration and governance platform, trusted by over 100,000 IT pros for its unmatched simplicity. We offer the simplest, most reliable, and most affordable way to move business data to Microsoft 365. Whether you’re migrating from Google Workspace, file shares, Exchange Online, SharePoint On-Premises, or tenant-to-tenant, ShareGate gets the job done, without surprises. From cloud transformation to M&A integration, we keep things just damn simple. ShareGate also helps you stay in control once your data is migrated. Our powerful governance features let you assess environments, uncover issues, and apply fixes on the spot, so everything stays clean, secure, and optimized. You can count on us to lay the groundwork for safe Microsoft Copilot deployment in your organization. If you’re using Microsoft 365, you need ShareGate. Period.Starting Price: $5,995 per year -
49
BiG EVAL
BiG EVAL
The BiG EVAL solution platform provides powerful software tools needed to assure and improve data quality during the whole lifecycle of information. BiG EVAL's data quality management and data testing software tools are based on the BiG EVAL platform - a comprehensive code base aimed for high performance and high flexibility data validation. All features provided were built by practical experience based on the cooperation with our customers. Assuring a high data quality during the whole life cycle of your data is a crucial part of your data governance and is very important to get the most business value out of your data. This is where the automation solution BiG EVAL DQM comes in and supports you in all tasks regarding data quality management. Ongoing quality checks validate your enterprise data continuously, provide a quality metric and supports you in solving the quality issues. BiG EVAL DTA lets you automate testing tasks in your data oriented project. -
50
Phinx
Phinx
Most database migration tools are framework dependent, complicated, confusing to install/configure and a pain in the ass to write migrations for. In less than 5 minutes you can install Phinx, create and execute your first migration. Phinx supports migrations written in both PHP and SQL. Use the PHP syntax to make your migrations portable between different database vendors or hand-code advanced queries. It's your choice. As Phinx executes from the command-line, it is painless to integrate with your deploy, build or CI tool. Phinx is and will always remain completely free, open-source software. Developers are encouraged to fork, hack and modify Phinx. If you use Phinx commercially then please consider making a donation or purchasing the screencast provided. Buy the introductory screencast and help support Phinx development. Phinx has extensive documentation available.Starting Price: $5 one-time payment
