Alternatives to DataOps DataFlow
Compare DataOps DataFlow alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to DataOps DataFlow in 2026. Compare features, ratings, user reviews, pricing, and more from DataOps DataFlow competitors and alternatives in order to make an informed decision for your business.
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IRI Voracity
IRI, The CoSort Company
Voracity is the only high-performance, all-in-one data management platform accelerating AND consolidating the key activities of data discovery, integration, migration, governance, and analytics. Voracity helps you control your data in every stage of the lifecycle, and extract maximum value from it. Only in Voracity can you: 1) CLASSIFY, profile and diagram enterprise data sources 2) Speed or LEAVE legacy sort and ETL tools 3) MIGRATE data to modernize and WRANGLE data to analyze 4) FIND PII everywhere and consistently MASK it for referential integrity 5) Score re-ID risk and ANONYMIZE quasi-identifiers 6) Create and manage DB subsets or intelligently synthesize TEST data 7) Package, protect and provision BIG data 8) Validate, scrub, enrich and unify data to improve its QUALITY 9) Manage metadata and MASTER data. Use Voracity to comply with data privacy laws, de-muck and govern the data lake, improve the reliability of your analytics, and create safe, smart test data -
2
Composable DataOps Platform
Composable Analytics
Composable is an enterprise-grade DataOps platform built for business users that want to architect data intelligence solutions and deliver operational data-driven products leveraging disparate data sources, live feeds, and event data regardless of the format or structure of the data. With a modern, intuitive dataflow visual designer, built-in services to facilitate data engineering, and a composable architecture that enables abstraction and integration of any software or analytical approach, Composable is the leading integrated development environment to discover, manage, transform and analyze enterprise data.Starting Price: $8/hr - pay-as-you-go -
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QuerySurge
RTTS
QuerySurge leverages AI to automate the data validation and ETL testing of Big Data, Data Warehouses, Business Intelligence Reports and Enterprise Apps/ERPs with full DevOps functionality for continuous testing. Use Cases - Data Warehouse & ETL Testing - Hadoop & NoSQL Testing - DevOps for Data / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise App/ERP Testing QuerySurge Features - Projects: Multi-project support - AI: automatically create datas validation tests based on data mappings - Smart Query Wizards: Create tests visually, without writing SQL - Data Quality at Speed: Automate the launch, execution, comparison & see results quickly - Test across 200+ platforms: Data Warehouses, Hadoop & NoSQL lakes, databases, flat files, XML, JSON, BI Reports - DevOps for Data & Continuous Testing: RESTful API with 60+ calls & integration with all mainstream solutions - Data Analytics & Data Intelligence: Analytics dashboard & reports -
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Google Cloud Dataflow
Google
Unified stream and batch data processing that's serverless, fast, and cost-effective. Fully managed data processing service. Automated provisioning and management of processing resources. Horizontal autoscaling of worker resources to maximize resource utilization. OSS community-driven innovation with Apache Beam SDK. Reliable and consistent exactly-once processing. Streaming data analytics with speed. Dataflow enables fast, simplified streaming data pipeline development with lower data latency. Allow teams to focus on programming instead of managing server clusters as Dataflow’s serverless approach removes operational overhead from data engineering workloads. Allow teams to focus on programming instead of managing server clusters as Dataflow’s serverless approach removes operational overhead from data engineering workloads. Dataflow automates provisioning and management of processing resources to minimize latency and maximize utilization. -
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Cloudera DataFlow
Cloudera
Cloudera DataFlow for the Public Cloud (CDF-PC) is a cloud-native universal data distribution service powered by Apache NiFi that lets developers connect to any data source anywhere with any structure, process it, and deliver to any destination. CDF-PC offers a flow-based low-code development paradigm that aligns best with how developers design, develop, and test data distribution pipelines. With over 400+ connectors and processors across the ecosystem of hybrid cloud services—including data lakes, lakehouses, cloud warehouses, and on-premises sources—CDF-PC provides indiscriminate data distribution. These data distribution flows can then be version-controlled into a catalog where operators can self-serve deployments to different runtimes. -
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Apache NiFi
Apache Software Foundation
An easy to use, powerful, and reliable system to process and distribute data. Apache NiFi supports powerful and scalable directed graphs of data routing, transformation, and system mediation logic. Some of the high-level capabilities and objectives of Apache NiFi include web-based user interface, offering a seamless experience between design, control, feedback, and monitoring. Highly configurable, loss tolerant, low latency, high throughput, and dynamic prioritization. Flow can be modified at runtime, back pressure, data provenance, track dataflow from beginning to end, designed for extension. Build your own processors and more. Enables rapid development and effective testing. Secure, SSL, SSH, HTTPS, encrypted content, and much more. Multi-tenant authorization and internal authorization/policy management. NiFi is comprised of a number of web applications (web UI, web API, documentation, custom UI's, etc). So, you'll need to set up your mapping to the root path. -
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Maxeler Technologies
Maxeler Technologies
Maxeler high-performance dataflow solutions easily integrate into production data centers and support easy programming and management. Maxeler high-performance dataflow solutions are designed to integrate into production server environments, supporting standard operating systems and management tools. Our management software coordinates resource use, scheduling and data movement within the dataflow compute environment. Maxeler dataflow nodes run production-standard Linux distributions without modification, including Red Hat Enterprise 4 and 5. Any accelerated application runs on a Maxeler node as a standard Linux executable. Programmers can write new applications using existing dataflow engine configurations by linking the dataflow library file into their code and then calling simple function interfaces. MaxCompiler provides complete support for debugging during the development cycle, including a high-speed simulator for verifying code correctness before generating an implementation. -
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Datagaps DataOps Suite
Datagaps
Datagaps DataOps Suite is a comprehensive platform designed to automate and streamline data validation processes across the entire data lifecycle. It offers end-to-end testing solutions for ETL (Extract, Transform, Load), data integration, data management, and business intelligence (BI) projects. Key features include automated data validation and cleansing, workflow automation, real-time monitoring and alerts, and advanced BI analytics tools. The suite supports a wide range of data sources, including relational databases, NoSQL databases, cloud platforms, and file-based systems, ensuring seamless integration and scalability. By leveraging AI-powered data quality assessments and customizable test cases, Datagaps DataOps Suite enhances data accuracy, consistency, and reliability, making it an essential tool for organizations aiming to optimize their data operations and achieve faster returns on data investments. -
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Datagaps ETL Validator
Datagaps
DataOps ETL Validator is the most comprehensive data validation and ETL testing automation tool. Comprehensive ETL/ELT validation tool to automate the testing of data migration and data warehouse projects with easy-to-use low-code, no-code component-based test creation and drag-and-drop user interface. ETL process involves extracting data from various sources, transforming it to fit operational needs, and loading it into a target database or data warehouse. ETL testing involves verifying the accuracy, integrity, and completeness of data as it moves through the ETL process to ensure it meets business rules and requirements. Automating ETL testing can be achieved using tools that automate data comparison, validation, and transformation tests, significantly speeding up the testing cycle and reducing manual labor. ETL Validator automates ETL testing by providing intuitive interfaces for creating test cases without extensive coding. -
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Primeur
Primeur
We are a Smart Data Integration Company, with an unconventional philosophy. For 35 years, we have been serving some of the most important Fortune 500 companies with our unconventional approach, our problem-solving attitude and our software solutions. Our goal is to help companies to work better and smoother, preserving their existing systems and IT investments. Our Hybrid Data Integration Platform, designed to preserve your existing IT systems, know-how and investments, optimizing efficiency and productivity while simplifying and accelerating all data integration processes. Our multi-protocol, multi-platform, managed and secure file transfer enterprise solution able to create a fluid and secure communication flow between different applications. It allows total control, savings and operative advantages. Our end-to-end dataflow monitoring and control solution. It provides visibility and full control of dataflows, from source to destination, including transformation. -
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iceDQ
iceDQ
iceDQ is the #1 data reliability platform offering powerful, unified capabilities for Data Testing, Data Monitoring, and Data Observability. Designed for modern data environments, iceDQ automates complex data pipelines and data migration testing to ensure accuracy, integrity, and trust in your data systems. Its AI-based observability engine continuously monitors data in real-time, quickly detecting anomalies and minimizing business risks. With robust cross-platform connectivity, iceDQ supports seamless data validation, data profiling, and data reconciliation across diverse sources — including databases, files, data lakes, SaaS applications, and cloud environments. Whether you're migrating data, ensuring ETL/ELT process quality, or monitoring live data streams, iceDQ helps enterprises deliver high-quality, reliable data at scale. From financial services to healthcare and beyond, organizations rely on iceDQ to make confident, data-driven decisions backed by trusted data pipelines.Starting Price: $1000 -
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Lyniate Corepoint
Lyniate
Integrate fast and quickly realize ROI with Lyniate Corepoint, an easy-to-use, modular integration engine that delivers cost-effective, simplified healthcare data exchange. Develop, schedule, and go live with interfaces confidently using a test-as-you-develop approach, reusable actions, and alerting and monitoring capabilities from the top-ranked integration engine in KLAS since 2009. Whether you’re performing system migrations, upgrades, or platform conversions, Corepoint allows you to maintain data integrity and interoperability with internal and external data-trading partners. Ease-of-use means deploying data integration fast and cost-effectively, performing unit tests along the way. A direct line of access to ongoing, knowledgeable support from a company with a customer-first culture. Quickly troubleshoot data-flow challenges, before they disrupt workflow and operations, with tailored alerts and monitors for customized user profiles. -
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LDRA Tool Suite
LDRA
The LDRA tool suite is LDRA’s flagship platform that delivers open and extensible solutions for building quality into software from requirements through to deployment. The tool suite provides a continuum of capabilities including requirements traceability, test management, coding standards compliance, code quality review, code coverage analysis, data-flow and control-flow analysis, unit/integration/target testing, and certification and regulatory support. The core components of the tool suite are available in several configurations that align with common software development needs. A comprehensive set of add-on capabilities are available to tailor the solution for any project. LDRA Testbed together with TBvision provide the foundational static and dynamic analysis engine, and a visualization engine to easily understand and navigate standards compliance, quality metrics, and code coverage analyses. -
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Ispirer Toolkit
Ispirer Systems
Ispirer Toolkit performs automated cross-platform database and application migration. Regardless of whether you need to modernize an application or a database, Ispirer Toolkit is able to do both. The toolkit includes SQLWays Wizard to migrate databases and nGLFly Wizard for application migration. We offer migration of data, as well as schema, including SQL objects. We have experience working with more than 20 deviating and trending RDBMS, cloud platforms as a source or target respectively. 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. A key feature of Ispirer Toolkit and at the same time an advantage over our competitors is the power to customize the tool to better suit requirements of every particular conversion project.Starting Price: $595 per month -
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Google Cloud Bigtable
Google
Google Cloud Bigtable is a fully managed, scalable NoSQL database service for large analytical and operational workloads. Fast and performant: Use Cloud Bigtable as the storage engine that grows with you from your first gigabyte to petabyte-scale for low-latency applications as well as high-throughput data processing and analytics. Seamless scaling and replication: Start with a single node per cluster, and seamlessly scale to hundreds of nodes dynamically supporting peak demand. Replication also adds high availability and workload isolation for live serving apps. Simple and integrated: Fully managed service that integrates easily with big data tools like Hadoop, Dataflow, and Dataproc. Plus, support for the open source HBase API standard makes it easy for development teams to get started. -
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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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ProfitBase
ProfitBase
Establish seamless dataflows to gather data from multiple sources and business systems. Easily build driver-based models, based on your business, that can evolve as your company grows. Plan for contingencies to grasp the impact of events and decisions – within minutes. Work smoothly as a single team – create and manage work processes. Profitbase Planner gives you the capacity to focus on value creation. Spend less time gathering data and more time analyzing it. Analyze different scenarios, and get a better understanding of the financial impact of conceived situations on liquidity, profit and balance sheet. Get automatic generation of balance and liquidity when running scenario simulations. Return to a previous version at any time to backtrack assumptions. Test your business strategies and scenarios with various assumptions and business drivers. -
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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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Google Cloud Composer
Google
Cloud Composer's managed nature and Apache Airflow compatibility allows you to focus on authoring, scheduling, and monitoring your workflows as opposed to provisioning resources. End-to-end integration with Google Cloud products including BigQuery, Dataflow, Dataproc, Datastore, Cloud Storage, Pub/Sub, and AI Platform gives users the freedom to fully orchestrate their pipeline. Author, schedule, and monitor your workflows through a single orchestration tool—whether your pipeline lives on-premises, in multiple clouds, or fully within Google Cloud. Ease your transition to the cloud or maintain a hybrid data environment by orchestrating workflows that cross between on-premises and the public cloud. Create workflows that connect data, processing, and services across clouds to give you a unified data environment.Starting Price: $0.074 per vCPU hour -
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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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ibi Data Migrator
Cloud Software Group
ibi Data Migrator is a comprehensive ETL (Extract, Transform, Load) tool designed to streamline data integration across diverse platforms, from on-premises systems to cloud environments. It facilitates the automation of data warehouse and data mart creation, enabling access to source data in various formats and operating systems. The platform integrates multiple data sources into single or multiple targets, applying robust data cleansing rules and logic to ensure data quality. With specialized high-volume data warehouse loaders, users can schedule data updates at user-defined intervals, triggered by events or conditional dependencies. The system supports loading star schemas with slowly changing dimensions and offers extensive logging and transaction statistics for enhanced insight into data operations. Its graphical user interface, the data management console, allows for the design, testing, and execution of data and process flows. -
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Apache TinkerPop
Apache Software Foundation
Apache TinkerPop™ is a graph computing framework for both graph databases (OLTP) and graph analytic systems (OLAP). Gremlin is the graph traversal language of Apache TinkerPop. Gremlin is a functional, data-flow language that enables users to succinctly express complex traversals on (or queries of) their application's property graph. Every Gremlin traversal is composed of a sequence of (potentially nested) steps. A graph is a structure composed of vertices and edges. Both vertices and edges can have an arbitrary number of key/value pairs called properties. Vertices denote discrete objects such as a person, a place, or an event. Edges denote relationships between vertices. For instance, a person may know another person, have been involved in an event, and/or have recently been at a particular place. If a user's domain is composed of a heterogeneous set of objects (vertices) that can be related to one another in a multitude of ways (edges).Starting Price: Free -
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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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Pathway
Pathway
Pathway is a Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Pathway comes with an easy-to-use Python API, allowing you to seamlessly integrate your favorite Python ML libraries. Pathway code is versatile and robust: you can use it in both development and production environments, handling both batch and streaming data effectively. The same code can be used for local development, CI/CD tests, running batch jobs, handling stream replays, and processing data streams. Pathway is powered by a scalable Rust engine based on Differential Dataflow and performs incremental computation. Your Pathway code, despite being written in Python, is run by the Rust engine, enabling multithreading, multiprocessing, and distributed computations. All the pipeline is kept in memory and can be easily deployed with Docker and Kubernetes. -
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Flowhub IDE
Flowhub
Flowhub IDE is a tool for building full-stack applications in a visual way. With the ecosystem of flow-based programming environments, you can use Flowhub to create anything from distributed data processing applications to internet-connected artworks. Flow-based programming for JavaScript. Runs in both browser and Node.js. Flow-based environment for distributed, heterogeneous data processing with message queues. Flow-based programming for microcontrollers like Arduinos. Toolkit for building IoT systems. Flowhub supports any runtimes compatible with the FBP protocol. You can integrate any custom dataflow systems with it. Coding starts on the white-board. Keep it that way with Flowhub! The “graph” displays your software flow clearly, concisely and beautifully. Flowhub has been designed ground-up for touchscreen usage, enabling you to work on your tablet while on the go. For component editing a keyboard might still be nice, though. -
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Datavolo
Datavolo
Capture all your unstructured data for all your LLM needs. Datavolo replaces single-use, point-to-point code with fast, flexible, reusable pipelines, freeing you to focus on what matters most, doing incredible work. Datavolo is the dataflow infrastructure that gives you a competitive edge. Get fast, unencumbered access to all of your data, including the unstructured files that LLMs rely on, and power up your generative AI. Get pipelines that grow with you, in minutes, not days, without custom coding. Instantly configure from any source to any destination at any time. Trust your data because lineage is built into every pipeline. Make single-use pipelines and expensive configurations a thing of the past. Harness your unstructured data and unleash AI innovation with Datavolo, powered by Apache NiFi and built specifically for unstructured data. Our founders have spent a lifetime helping organizations make the most of their data.Starting Price: $36,000 per year -
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Google Cloud Datastream
Google
Serverless and easy-to-use change data capture and replication service. Access to streaming data from MySQL, PostgreSQL, AlloyDB, SQL Server, and Oracle databases. Near real-time analytics in BigQuery. Easy-to-use setup with built-in secure connectivity for faster time-to-value. A serverless platform that automatically scales, with no resources to provision or manage. Log-based mechanism to reduce the load and potential disruption on source databases. Synchronize data across heterogeneous databases, storage systems, and applications reliably, with low latency, while minimizing impact on source performance. Get up and running fast with a serverless and easy-to-use service that seamlessly scales up or down, and has no infrastructure to manage. Connect and integrate data across your organization with the best of Google Cloud services like BigQuery, Spanner, Dataflow, and Data Fusion. -
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ConvertRite
Rite Software Solutions & Services LLP
ConvertRite is the ultimate Oracle data migration tool designed to simplify the process of migrating data from any ERP system to Oracle cloud applications. With ConvertRite, you can seamlessly transfer your data quickly and accurately, ensuring a smooth Legacy Application Migration to Cloud. ConvertRite offers a comprehensive set of features to streamline your data migration journey. It facilitates efficient data extraction, transformation, and error reporting, guaranteeing the integrity and reliability of your migrated data. With advanced reconciliation capabilities, you can verify the accuracy of your migrated data against the source system, ensuring a seamless transfer. ConvertRite ensures that your data is accurately mapped and aligned with the constraints defined in the Oracle Cloud applications, maintaining data consistency and avoiding potential discrepancies. -
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OpenText Migrate
OpenText
OpenText Migrate is a secure, efficient solution designed to migrate physical, virtual, and cloud workloads with minimal risk and near-zero downtime. It uses continuous, byte-level replication to ensure data is transferred reliably while users remain productive throughout the migration. The platform supports migrations between any combination of environments, including major public clouds and hypervisors. Automated cutover and non-disruptive testing reduce manual effort and avoid disruptions. OpenText Migrate also offers strong data protection with AES 256-bit encryption during transfer. With easy management via a unified console, organizations can accelerate migration projects while avoiding vendor lock-in and minimizing IT resource demands. -
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Google Cloud’s Confidential Computing delivers hardware-based Trusted Execution Environments to encrypt data in use, completing the encryption lifecycle alongside data at rest and in transit. It includes Confidential VMs (using AMD SEV, SEV-SNP, Intel TDX, and NVIDIA confidential GPUs), Confidential Space (enabling secure multi-party data sharing), Google Cloud Attestation, and split-trust encryption tooling. Confidential VMs support workloads in Compute Engine and are available across services such as Dataproc, Dataflow, GKE, and Vertex AI Workbench. It ensures runtime encryption of memory, isolation from host OS/hypervisor, and attestation features so customers gain proof that their workloads run in a secure enclave. Use cases range from confidential analytics and federated learning in healthcare and finance to generative-AI model hosting and collaborative supply-chain data sharing.Starting Price: $0.005479 per hour
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Threagile
Threagile
Threagile enables teams to execute Agile Threat Modeling as seamless as possible, even highly-integrated into DevSecOps environments. Threagile is the open-source toolkit which allows to model an architecture with its assets in an agile declarative fashion as a YAML file directly inside the IDE or any YAML editor. Upon execution of the Threagile toolkit a set of risk-rules execute security checks against the architecture model and create a report with potential risks and mitigation advice. Also nice-looking data-flow diagrams are automatically created as well as other output formats (Excel and JSON). The risk tracking can also happen inside the Threagile YAML model file, so that the current state of risk mitigation is reported as well. Threagile can either be run via the command-line (also a Docker container is available) or started as a REST-Server.Starting Price: Free -
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Infosistema DMM
Infosistema
Data Migration Manager (DMM) for OutSystems automates data & BPT migration, export, import, data deletion or scramble/anonymization between all OutSystems environments (Cloud, Onprem, PaaS, Hybrid, mySQL, Oracle, SQL Server, Azure SQL, Java or .NET) and versions (8, 9, 10 or 11). Only solution with FREE download directly from the OS FORGE! Did you... Upgrade servers, migrate apps but now you need to migrate the data & BPT or Light BPT? Need to migrate data from the Qual to Prod Environment to populate lookup data? Need to migrate from Prod to Qual to replicate situations that need fixing or just getting a good QA environment for testing? Need to backup data for later restore of a demo environment? Need to import data into OutSystems from other systems? Need to validate performance or do pen testing? What is Infosistema DMM? https://www.youtube.com/watch?v=strh2TLliNc Reduce costs, reduce risk, increase time-to-market! DMM is the fastest solution!Starting Price: $108.00/year -
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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. -
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eXplain
PKS Software
eXplain is a specialized code-analysis and legacy-system evaluation tool from PKS Software GmbH, designed to deeply analyze, map, document, and assess legacy applications, especially on mainframe platforms such as IBM i (AS/400) and IBM Z, so organizations can understand what lives in their software, how it’s structured, and what parts are worth keeping, refactoring or retiring. It imports existing source code into an independent “eXplain server”, no need to install anything on the host system, then uses advanced parsers to examine languages like COBOL, PL/I, Assembler, Natural, RPG, JCL, and others, along with data about databases (Db2, Adabas, IMS), job-schedulers, transaction monitors, and more. eXplain builds a central repository that becomes a knowledge hub; from there, it generates cross-language dependency graphs, data-flow maps, interface analyses, clusterings of related modules, and detailed object-and-resource usage reports. -
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PrivacyAnt Software
PrivacyAnt
Describe how personal data is being collected, used and disclosed by your product or service. PrivacyAnt Software has the most advanced data-flow maps for privacy management. By visually demonstrating how personal data is being processed, your accountability documentation becomes more robust. Bring your accountability to a new level by getting an independent review on your current data protection status. Our certified privacy professionals will validate your current privacy program by assessing your current practices and data protection management procedures. Do you need an extra hand developing your privacy program? Whether it’s a incident response plan or privacy by design process that needs fine-tuning, we can provide you with industry best practices tailored to your needs. Not sure how to do a data protection impact assessment or PIA? We have conducted hundreds of privacy assessments and would be more than happy to help you.Starting Price: €170 per month -
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Google Cloud Pub/Sub
Google
Google Cloud Pub/Sub. Scalable, in-order message delivery with pull and push modes. Auto-scaling and auto-provisioning with support from zero to hundreds of GB/second. Independent quota and billing for publishers and subscribers. Global message routing to simplify multi-region systems. High availability made simple. Synchronous, cross-zone message replication and per-message receipt tracking ensure reliable delivery at any scale. No planning, auto-everything. Auto-scaling and auto-provisioning with no partitions eliminate planning and ensures workloads are production-ready from day one. Advanced features, built in. Filtering, dead-letter delivery, and exponential backoff without sacrificing scale help simplify your applications. A fast, reliable way to land small records at any volume, an entry point for real-time and batch pipelines feeding BigQuery, data lakes and operational databases. Use it with ETL/ELT pipelines in Dataflow. -
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Kovair QuickSync
Kovair Software
Kovair QuickSync is a one stop, cost-effective, wide-range data migration solution for any enterprise across industry. Kovair QuickSync is a Windows-based desktop solution, which can be easily installed and used. Requirement of minimal infrastructure for operation makes it a very cost effective and efficient solution for the industry. It not only helps to migrate data from one source to one target but also helps to migrate data from one source to multiple targets. Its Instinctive UI makes it easily adaptable and adorable to the users. Offers a built-in disaster recovery mechanism and re-migration capability to ensure 100% data migration with zero data loss. Supports template-based migration capability. Once the configuration is done for one project it can be reused for others. Provides on-screen monitoring of migration status providing a real-time update on the health of migration. -
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Y42
Datos-Intelligence GmbH
Y42 is the first fully managed Modern DataOps Cloud. It is purpose-built to help companies easily design production-ready data pipelines on top of their Google BigQuery or Snowflake cloud data warehouse. Y42 provides native integration of best-of-breed open-source data tools, comprehensive data governance, and better collaboration for data teams. With Y42, organizations enjoy increased accessibility to data and can make data-driven decisions quickly and efficiently. -
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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 -
40
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 -
41
Complyon
Complyon
We help, You comply. Make compliance an asset and improve your business through Complyon’s governance, compliance and risk management software. Our tools ensure your compliance. Data mapping Reuse, optimize and connect your dataflows to save time and secure your information. Reporting. Generate up-to-date and protocol-ready reports in seconds, covering everything from systems to risks. Decentralizing compliance. A central platform allows your compliance to be trusted by management, while being simple to update, validate and administrate. Improve your compliance with our tailor-made workflows. Central governance. Central governance and business unit input provides all the right data to secure compliance for GDPR and other regulations you need to abide by. Data flow analysis. Understand the complete overview of your data through the interconnection of activities, systems and processes, including everything from third parties and policies to legal basis and retention rules. -
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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) -
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Datonix
Datonix
datonix minimizes data movement, offers native compliance support, and has real-time dataops, Moving data to a server, for example a data warehouse, is often necessary but at the same time it is a real-time barrier and is expensive. datonix, based on the GRID architecture, does not need to move data to process it. Today, it is necessary to make substantial investments and intense and long-lasting evolutionary maintenance to bring data management systems "up to standard". datonix fully supports all the functions necessary to bring a database or an archive up to standard. The data management solutions oriented to real-time analytics that are based on traditional DBMS require complex dataops and the availability of large processing capacities. The datonix algorithms minimize the need for processing capacity and simplify dataops. -
44
Gantry
Gantry
Get the full picture of your model's performance. Log inputs and outputs and seamlessly enrich them with metadata and user feedback. Figure out how your model is really working, and where you can improve. Monitor for errors and discover underperforming cohorts and use cases. The best models are built on user data. Programmatically gather unusual or underperforming examples to retrain your model. Stop manually reviewing thousands of outputs when changing your prompt or model. Evaluate your LLM-powered apps programmatically. Detect and fix degradations quickly. Monitor new deployments in real-time and seamlessly edit the version of your app your users interact with. Connect your self-hosted or third-party model and your existing data sources. Process enterprise-scale data with our serverless streaming dataflow engine. Gantry is SOC-2 compliant and built with enterprise-grade authentication. -
45
mLogica
mLogica
mLogica is a leading enterprise modernization company specializing in cloud migration, big data analytics, and IT transformation. The company offers automated database and application modernization solutions that help businesses migrate legacy systems to the cloud efficiently and cost-effectively. mLogica’s product suite includes CAP*M, a complex event analytics platform, LIBER*M, a mainframe modernization tool, and STAR*M, a distributed workload modernization system. The company also provides managed services for database optimization, consulting, and cybersecurity, ensuring businesses can scale securely while maintaining high performance. -
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Accelario
Accelario
Take the load off of DevOps and eliminate privacy concerns by giving your teams full data autonomy and independence via an easy-to-use self-service portal. Simplify access, eliminate data roadblocks and speed up provisioning for dev, testing, data analysts and more. Accelario Continuous DataOps Platform is a one-stop-shop for handling all of your data needs. Eliminate DevOps bottlenecks and give your teams the high-quality, privacy-compliant data they need. The platform’s four distinct modules are available as stand-alone solutions or as a holistic, comprehensive DataOps management platform. Existing data provisioning solutions can’t keep up with agile demands for continuous, independent access to fresh, privacy-compliant data in autonomous environments. Teams can meet agile demands for fast, frequent deliveries with a comprehensive, one-stop-shop for self-provisioning privacy-compliant high-quality data in their very own environments.Starting Price: $0 Free Forever Up to 10GB -
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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. -
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DataVapte
Innovapte
DataVapte is an AI-powered SAP data governance and migration platform that helps enterprises deliver clean, compliant, and audit-ready data during SAP S/4HANA transformations. Built on an advanced ETVLR framework, it automates data validation, reconciliation, and governance while enabling business users to collaborate through familiar Excel-based workflows. With real-time insights, automated controls, and built-in compliance, DataVapte reduces migration risk, accelerates go-live, and ensures long-term data trust across the organization. -
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Hdiv
Hdiv Security
Hdiv solutions enable you to deliver holistic, all-in-one solutions that protect applications from the inside while simplifying implementation across a range of environments. Hdiv eliminates the need for teams to acquire security expertise, automating self-protection to greatly reduce operating costs. Hdiv protects applications from the beginning, during application development to solve the root causes of risks, as well as after the applications are placed in production. Hdiv's integrated and lightweight approach does not require any additional hardware and can work with the default hardware assigned to your applications. This means that Hdiv scales with your applications removing the traditional extra hardware cost of the security solutions. Hdiv detects security bugs in the source code before they are exploited, using a runtime dataflow technique to report the file and line number of the vulnerability. -
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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.
