Alternatives to Flatly
Compare Flatly alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Flatly in 2026. Compare features, ratings, user reviews, pricing, and more from Flatly competitors and alternatives in order to make an informed decision for your business.
-
1
Zuar Runner
Zuar, Inc.
Utilizing the data that's spread across your organization shouldn't be so difficult! With Zuar Runner you can automate the flow of data from hundreds of potential sources into a single destination. Collect, transform, model, warehouse, report, monitor and distribute: it's all managed by Zuar Runner. Pull data from Amazon/AWS products, Google products, Microsoft products, Avionte, Backblaze, BioTrackTHC, Box, Centro, Citrix, Coupa, DigitalOcean, Dropbox, CSV, Eventbrite, Facebook Ads, FTP, Firebase, Fullstory, GitHub, Hadoop, Hubic, Hubspot, IMAP, Jenzabar, Jira, JSON, Koofr, LeafLogix, Mailchimp, MariaDB, Marketo, MEGA, Metrc, OneDrive, MongoDB, MySQL, Netsuite, OpenDrive, Oracle, Paycom, pCloud, Pipedrive, PostgreSQL, put.io, Quickbooks, RingCentral, Salesforce, Seafile, Shopify, Skybox, Snowflake, Sugar CRM, SugarSync, Tableau, Tamarac, Tardigrade, Treez, Wurk, XML Tables, Yandex Disk, Zendesk, Zoho, and more! -
2
Minitab Connect
Minitab
The best insights are based on the most complete, most accurate, and most timely data. Minitab Connect empowers data users from across the enterprise with self-serve tools to transform diverse data into a governed network of data pipelines, feed analytics initiatives and foster organization-wide collaboration. Users can effortlessly blend and explore data from databases, cloud and on-premise apps, unstructured data, spreadsheets, and more. Flexible, automated workflows accelerate every step of the data integration process, while powerful data preparation and visualization tools help yield transformative insights. Flexible, intuitive data integration tools let users connect and blend data from a variety of internal and external sources, like data warehouses, data lakes, IoT devices, SaaS applications, cloud storage, spreadsheets, and email. -
3
Rapidminer Monarch
Siemens
Rapidminer Monarch is a Siemens no-code data preparation solution that helps teams clean, transform, and structure data from nearly any source. It allows users to turn information from PDFs, spreadsheets, text reports, databases, and complex files into usable rows and columns for reporting, analytics, machine learning, and other applications. The platform is designed to empower non-technical users to complete data preparation tasks quickly while reducing manual errors. Rapidminer Monarch provides auditable change histories and clear data lineage so teams can trust how data was prepared and transformed. It also supports automated reconciliation workflows, legacy data migration, pre-built apps for business systems, and enterprise deployment through Rapidminer Monarch Server. With drag-and-drop tools, scalable automation, and reliable governance, Rapidminer Monarch helps organizations deliver structured, trusted data faster. -
4
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 -
5
Fivetran
Fivetran
Fivetran is a leading data integration platform that centralizes an organization’s data from various sources to enable modern data infrastructure and drive innovation. It offers over 700 fully managed connectors to move data automatically, reliably, and securely from SaaS applications, databases, ERPs, and files to data warehouses and lakes. The platform supports real-time data syncs and scalable pipelines that fit evolving business needs. Trusted by global enterprises like Dropbox, JetBlue, and Pfizer, Fivetran helps accelerate analytics, AI workflows, and cloud migrations. It features robust security certifications including SOC 1 & 2, GDPR, HIPAA, and ISO 27001. Fivetran provides an easy-to-use, customizable platform that reduces engineering time and enables faster insights. -
6
AWS Glue
Amazon
AWS Glue is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, machine learning, and application development. AWS Glue provides all the capabilities needed for data integration so that you can start analyzing your data and putting it to use in minutes instead of months. Data integration is the process of preparing and combining data for analytics, machine learning, and application development. It involves multiple tasks, such as discovering and extracting data from various sources; enriching, cleaning, normalizing, and combining data; and loading and organizing data in databases, data warehouses, and data lakes. These tasks are often handled by different types of users that each use different products. AWS Glue runs in a serverless environment. There is no infrastructure to manage, and AWS Glue provisions, configures, and scales the resources required to run your data integration jobs. -
7
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 -
8
IRI Fast Extract (FACT)
IRI, The CoSort Company
IRI FACT™ (Fast Extract) rapidly unloads large tables to external files using DB-native APIs, SQL SELECT syntax, and a choice of split (parallel) query methods. Unlike other database unload methods (e.g., Oracle data pump), FACT creates portable flat files. Your 'dump-table-to-file' data is thus quickly available for any purpose, including: reorgs, transforms, pre-load sorting, migrations, change and summary reporting, ETL, replication, testing, and protection. If you also use the IRI Voracity platform or IRI CoSort product, you can use their core SortCL program to perform or accelerate all these post-extraction steps at once. But you do not have to use SortCL; i.e., once the data are in flat files, you can do anything you want with them. FACT's extract performance is second to none. Using superior connection protocols, parallel hints and queries, and a variety of other proprietary techniques, FACT's unload rate is much faster than database spool or export functions. -
9
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. -
10
Kleene
Kleene.ai
Kleene.ai is the AI data deployment partner. One AI-native platform – ingestion, transformation, modeling, analytics, AI Apps – with conversational analytics that lets your team iterate with data in plain English. Backed by a hands-on advisory team — strategy, delivery, custom development – that slots into the data architecture you already have, or builds one from scratch. Flat-fee pricing, unlimited data usage. -
11
datapine
RIB Software GmbH
datapine’s business intelligence and dashboard software helps people to turn data into actionable insights and make data-driven decisions in real-time. A user-friendly drag & drop interface empowers managers to data scientists to visualize and analyze complex data by asking important business questions and receiving answers immediately. It offers a wealth of innovative analytics features like predictive analytics and dynamic, interactive business dashboards for modern, KPI driven businesses. Dozens of fast and easy data connectors to all common data sources (databases, flat files, social media, marketing analytics, CRM, ERP, helpdesk etc.) and a wealth of pre-build dashboard templates for different business functions (marketing, sales, management, HR etc.), industries (retail, logistics, healthcare, market research etc.) and platforms (Google Analytics, Facebook, Twitter, Zendesk etc.) help new users to get started quickly. datapine is a RIB Software GmbH solution.Starting Price: $249.00/month -
12
Sheetgo
Sheetgo Europe
Sheetgo is the no-code automation tool for teams. Create custom workflows to collect, manage and share data — all from a spreadsheet. From inventory management and financial forecasting to sales tracking and student attendance monitoring, you can build a tailor-made, automated system for any business process. Sheetgo works with Google Sheets, Excel and CSV files. Say goodbye to manual work and create an automated workflow today at sheetgo.com.Starting Price: $20/user/month -
13
CData Sync
CData Software
CData Sync is a universal data pipeline that delivers automated continuous replication between hundreds of SaaS applications & cloud data sources and any major database or data warehouse, on-premise or in the cloud. Replicate data from hundreds of cloud data sources to popular database destinations, such as SQL Server, Redshift, S3, Snowflake, BigQuery, and more. Configuring replication is easy: login, select the data tables to replicate, and select a replication interval. Done. CData Sync extracts data iteratively, causing minimal impact on operational systems by only querying and updating data that has been added or changed since the last update. CData Sync offers the utmost flexibility across full and partial replication scenarios and ensures that critical data is stored safely in your database of choice. Download a 30-day free trial of the Sync application or request more information at www.cdata.com/sync -
14
Polytomic
Polytomic
From your app database, data warehouse, spreadsheets, or even arbitrary APIs. No coding is required. See a live view of all the customer data you need right in Salesforce, Marketo, HubSpot, and other business systems. Automatically pipe combined data from any number of databases, data warehouses, spreadsheets, and APIs. Choose which fields to sync so you only get the data you care about. Integrate with all of your favorite tools at the click of a button. Point-and-click interface to sync the data you need from your databases and spreadsheets to your business applications. Give your customer success and sales teams a full view of all your customer data right from their sales CRM. Automatic syncs from your data warehouses and databases to all business systems and spreadsheets. See all proprietary user and company attributes automatically synced to your CRM. Give your support team an instant live view of the customer data they need right from their support system. -
15
MultiSync Made Easy
MultiSync Made Easy
MultiSync Made Easy simplifies the process of integrating multiple platforms by offering a native ETL solution. It ensures seamless integration and synchronization within seconds. The solution is specifically designed to connect platforms such as Asana, Zoho, ClickUp, or Agendor to Salesforce, streamlining the integration process. Its user-friendly interface and real-time data-syncing capabilities make it an optimal choice for businesses looking to integrate multiple platforms into a single system. -
16
Panoply
SQream
Panoply brings together a managed data warehouse with included, pre-built ELT data connectors, making it the easiest way to store, sync, and access all your business data. Our cloud data warehouse (built on Redshift or BigQuery), along with built-in data integrations to all major CRMs, databases, file systems, ad networks, web analytics tools, and more, will have you accessing usable data in less time, with a lower total cost of ownership. One platform with one easy price is all you need to get your business data up and running today. Panoply gives you unlimited access to data sources with prebuilt Snap Connectors and a Flex Connector that can bring in data from nearly any RestAPI. Panoply can be set up in minutes, requires zero ongoing maintenance, and provides online support including access to experienced data architects.Starting Price: $299 per month -
17
RestApp
RestApp
RestApp is a No Code Data Activation platform that empowers anyone with an all-in-one solution to connect, model, and sync any data with his favorite tools. RestApp enables Data & Ops teams to activate data in minutes with No-Code by: - Connecting with your favorite databases and business apps - Modeling your data with drag-and-drop SQL, NoSQL and Python functions and then easily creating and sharing your queries with your teammates - Syncing automatically your data with your tools. With RestApp, you are notably able by using our templates to: - Computing your main financial KPIs: churn rate, MRR, ARR, ACV, ARPU, LVT - Computing your customers’ lead scoring - Generate automatic cohort analysisStarting Price: Free -
18
DataChannel
DataChannel
Unify data from 100+ sources so your team can deliver better insights, rapidly. Sync data from any data warehouse into business tools your teams prefer. Efficiently scale data ops using a single platform custom-built for all requirements of your data teams and save up to 75% of your costs. Don't want the hassle of managing a data warehouse? We are the only platform that offers an integrated managed data warehouse to meet all your data management needs. Select from a growing library of 100+ fully managed connectors and 20+ destinations - SaaS apps, databases, data warehouses, and more. Completely secure granular control over what data to move. Schedule and transform your data for analytics seamlessly in sync with your pipelines.Starting Price: $250 per month -
19
Blendo
Blendo
Blendo is the leading ETL and ELT data integration tool to dramatically simplify how you connect data sources to databases. With natively built data connection types supported, Blendo makes the extract, load, transform (ETL) process a breeze. Automate data management and data transformation to get to BI insights faster. Data analysis doesn’t have to be a data warehousing, data management, or data integration problem. Automate and sync your data from any SaaS application into your data warehouse. Just use ready-made connectors to connect to any data source, simple as a login process, and your data will start syncing right away. No more integrations to built, data to export or scripts to build. Save hours and unlock insights into your business. Accelerate your exploration to insights time, with reliable data, analytics-ready tables and schemas, created and optimized for analysis with any BI software. -
20
Datawisp
Datawisp
Learning code shouldn't be a roadblock to finding mission-critical information. Datawisp works by replacing code with visual blocks: simply pick a data source, transform it, and pick an output type. Our visual query builder lets you work with one or multiple data sets and format the results as a table or chart. In addition to our no-code query builder, Datawisp comes packed with features to help everyone on your team work effectively with data and drive your business forward. Datawisp sheets are easily sharable across teams, making it easy to collaborate in real-time with others. Our API lets you access any analysis from 3rd party websites and apps. Create an in-game leaderboard, export wallet addresses for a whitelist, and more! -
21
Power My Analytics
Power My Analytics
Easily integrate the metrics you need into your favorite data visualization, analytics, spreadsheet, and database tools! Save time by skipping all the logins and manual data collection. Avoid custom development costs. Use a Power My Analytics data hub to automate the metrics you want. With just a few clicks, your hub can connect to an array of sources allowing you to consolidate your marketing data into integrated dashboards, reports, and sheets. Data is your power! With Power My Analytics as your trusty sidekick, you'll have more time to focus on work and all the metrics you need to create insightful reports that'll impress your clients or boss. Automatically collect data from over 35 popular marketing-related platforms. Easily integrate with the best tools for data visualization, analytics, spreadsheets, and databases. Save time by eliminating manual data collection.Starting Price: $9.95 per account per month -
22
COZYROC SSIS+ Suite
COZYROC
COZYROC's SSIS+ suite includes 270+ data integration adapters, ETL components and tasks for developing ETL solutions with MS SQL Server Integration Services. 141 out-of-the box adapters for consuming web API data. Connectivity for popular CRM, ERP, Accounting, Financials, Legal, Analytics, Administration, Collaboration, Communication, Security, Education, Construction, Marketing, Transportation, Project Management, Productivity, e-Commerce and HR apps COZYROC REST Framework for data integration with any REST service. Sync and import / export data from any REST API service to SQL Server. Data Flow Task Plus for dynamic data flows at runtime. No need to manually open and modify the data flow Lift and Shift your SSIS packages ! Try COZYROC Cloud for free. The COZYROC.Cloud hosted service allows you to Lift & Shift legacy SSIS workloads to the cloud in a breeze at a very affordable price which includes a license for the COZYROC SSIS+ suite.Starting Price: $0 -
23
DoubleCloud
DoubleCloud
Save time & costs by streamlining data pipelines with zero-maintenance open source solutions. From ingestion to visualization, all are integrated, fully managed, and highly reliable, so your engineers will love working with data. You choose whether to use any of DoubleCloud’s managed open source services or leverage the full power of the platform, including data storage, orchestration, ELT, and real-time visualization. We provide leading open source services like ClickHouse, Kafka, and Airflow, with deployment on Amazon Web Services or Google Cloud. Our no-code ELT tool allows real-time data syncing between systems, fast, serverless, and seamlessly integrated with your existing infrastructure. With our managed open-source data visualization you can simply visualize your data in real time by building charts and dashboards. We’ve designed our platform to make the day-to-day life of engineers more convenient.Starting Price: $0.024 per 1 GB per month -
24
MigrateMyCRM
SyncMatters
Take the stress out of CRM data migration. We have a range of options for those with complex requirements, limited time, or limited budgets. We understand the challenges faced by agencies, marketing groups, sales teams, and businesses of all sizes. With so many CRM platforms to choose from and many new options coming out every day, the likelihood of you needing to migrate your data from one CRM to another is very high. Do you want to entrust your customer data to just anyone? MigrateMyCRM by SyncMatters is the premier platform for seamless CRM data migration. Supporting over 25 CRM systems, it enables smooth, efficient migrations with no technical skills or additional software needed. Features include automapping, data filtering, custom object creation, and field usage tracking. Designed for one-time or repeated migrations, MigrateMyCRM ensures zero downtime, making it ideal for CRM partners and agencies.Starting Price: $299 one time fee -
25
CLOVER CollectIT
Razorleaf Corporation
Product Data is an organization’s most valuable asset, and sharing this technical data is mission-critical for success in today’s fast-paced digital world. CLOVER CollectIT is a vendor-neutral, web-based file management software that allows you to extract, package, and securely distribute PLM files and data. With CollectIT, you can easily share product information with employees, vendors, and clients, including product part and BOM representations, related CAD files, and other technical documents. Bring transparency and accessibility for up-to-date file sharing to reduce errors in production, maintenance, and in the extended enterprise. Reduce bottlenecks and automate the process of compiling technical packages to help spend less time searching for data and more time on what you do best. Improve communication and support collaboration by providing non-PLM users with direct access to PLM content, saving time and money. -
26
EasyMorph
EasyMorph
Many people use Excel, or VBA/Python scripts, or SQL queries for data preparation because they are not aware of better alternatives. EasyMorph is a purpose-built application with more than 150 built-in actions for fast and visual data transformation and automation without coding. With EasyMorph, you can walk away from obscure scripts and cumbersome spreadsheets, and bring your productivity to a whole new level. Retrieve data from databases, spreadsheets, emails and email attachments, text files, remote folders, corporate and cloud applications (e.g. SharePoint), and web (REST) APIs without programming. Use visual queries and tools to filter and extract exactly the data you need without asking the IT guys. Automate your routine operations with files, spreadsheets, websites and emails without writing a single line of code. Replace tedious repetitive tasks with a single button click.Starting Price: $900 per user per year -
27
BigBI
BigBI
BigBI enables data specialists to build their own powerful big data pipelines interactively & efficiently, without any coding! BigBI unleashes the power of Apache Spark enabling: Scalable processing of real Big Data (up to 100X faster) Integration of traditional data (SQL, batch files) with modern data sources including semi-structured (JSON, NoSQL DBs, Elastic, Hadoop), and unstructured (Text, Audio, video), Integration of streaming data, cloud data, AI/ML & graphs -
28
Data Bridge
Brave River Solutions
Data Bridge is Brave River’s ETL software (Extract, Transform, and Load) application that allows users to extract data from a source, then re-format and process that data before uploading it to the destination file. The Data Bridge's multi-step processing of data eliminates the added expense and errors associated with manual data entry. While ordinary ETL tools simply collect, format and deliver data, the Data Bridge also allows you to process and store that data, performing any number of transactions before loading. An unlimited number of transformation stages can be applied; resulting in perfectly formatted data throughout the entire ETL process. -
29
Unstructured
Unstructured
80% of enterprise data exists in difficult-to-use formats like HTML, PDF, CSV, PNG, PPTX, and more. Unstructured effortlessly extracts and transforms complex data for use with every major vector database and LLM framework. Unstructured allows data scientists to pre-process data at scale so they spend less time collecting and cleaning, and more time modeling and analyzing. Our enterprise-grade connectors capture data wherever it lives, so we can transform it into AI-friendly JSON files for companies who are eager to fold AI into their business. You can count on Unstructured to deliver data that's curated, clean of artifacts, and most importantly, LLM-ready. -
30
Flatfile
Flatfile
Flatfile is an AI-powered data exchange platform designed to streamline the collection, mapping, cleaning, transformation, and conversion of data for enterprises. It offers a rich library of smart APIs for file-based data import, enabling developers to integrate its capabilities seamlessly into their applications. The platform provides an intuitive, workbook-style user experience, facilitating user-friendly data management with features like search, find and replace, and sort functionalities. Flatfile ensures compliance with industry standards, being SOC 2, HIPAA, and GDPR compliant, and operates on secure cloud infrastructure for scalability and performance. By automating data transformations and validations, Flatfile reduces manual effort, accelerates data onboarding processes, and enhances data quality across various industries. -
31
esProc
Raqsoft
esProc is a professional structured computing tool, which is ready to use, built-in with SPL language more natural and easier to use than python. The more complex data processing is, the more obvious the features of simple SPL syntax and clear steps are. You can observe the result for each action and controlled the calculation process at will according to the outcome. It is especially suitable to solve the problem of order-related calculation, such as the typical problems in desktop data analysis: same period ratio, ratio compared to last period, relative interval data retrieving, ranking in groups, TopN in groups. esProc can directly process the data files such as CSV, Excel, JSON, and XML. -
32
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. -
33
Dataddo
Dataddo
Dataddo is the enterprise data integration platform built to eliminate the operational ownership risk of data movement. Acting as the connective backbone of your organization, we provide a fully managed connective layer that moves data from any SaaS, database, or file source to any destination - including AI agents. Our platform automatically handles API changes, schema drift, and sensitive data protection, providing full, granular visibility into every data flow across complex environments, including on-premise, hybrid, and cloud infrastructures. By treating data movement as mission-critical infrastructure rather than a project, Dataddo enables your engineering teams to deploy with total reliability, allowing them to focus on high-value AI outcomes instead of ongoing pipeline maintenance.Starting Price: $99/source/month -
34
Singer
Singer
Singer describes how data extraction scripts called “taps” and data loading scripts called “targets” should communicate, allowing them to be used in any combination to move data from any source to any destination. Send data between databases, web APIs, files, queues, and just about anything else you can think of. Singer taps and targets are simple applications composed with pipes—no daemons or complicated plugins needed. Singer applications communicate with JSON, making them easy to work with and implement in any programming language. Singer also supports JSON Schema to provide rich data types and rigid structure when needed. Singer makes it easy to maintain state between invocations to support incremental extraction. -
35
Talend Data Fabric
Qlik
Talend Data Fabric’s suite of cloud services efficiently handles all your integration and integrity challenges — on-premises or in the cloud, any source, any endpoint. Deliver trusted data at the moment you need it — for every user, every time. Ingest and integrate data, applications, files, events and APIs from any source or endpoint to any location, on-premise and in the cloud, easier and faster with an intuitive interface and no coding. Embed quality into data management and guarantee ironclad regulatory compliance with a thoroughly collaborative, pervasive and cohesive approach to data governance. Make the most informed decisions based on high quality, trustworthy data derived from batch and real-time processing and bolstered with market-leading data cleaning and enrichment tools. Get more value from your data by making it available internally and externally. Extensive self-service capabilities make building APIs easy— improve customer engagement. -
36
5X
5X
5X is an all-in-one data platform that provides everything you need to centralize, clean, model, and analyze your data. Designed to simplify data management, 5X offers seamless integration with over 500 data sources, ensuring uninterrupted data movement across all your systems with pre-built and custom connectors. The platform encompasses ingestion, warehousing, modeling, orchestration, and business intelligence, all rendered in an easy-to-use interface. 5X supports various data movements, including SaaS apps, databases, ERPs, and files, automatically and securely transferring data to data warehouses and lakes. With enterprise-grade security, 5X encrypts data at the source, identifying personally identifiable information and encrypting data at a column level. The platform is designed to reduce the total cost of ownership by 30% compared to building your own platform, enhancing productivity with a single interface to build end-to-end data pipelines.Starting Price: $350 per month -
37
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 -
38
SimpleImport
ProvenWorks
Open up importing jobs to non-administrative users, reducing administrative overhead. Revert jobs back to their pre-operation state with one click undo. The easy-to-follow interface allows for quick user adoption. Keep hold of files for three months, allowing for review and audit of jobs. Additional duration available.Starting Price: $1,500 per user per year -
39
Data Virtuality
Data Virtuality
Connect and centralize data. Transform your existing data landscape into a flexible data powerhouse. Data Virtuality is a data integration platform for instant data access, easy data centralization and data governance. Our Logical Data Warehouse solution combines data virtualization and materialization for the highest possible performance. Build your single source of data truth with a virtual layer on top of your existing data environment for high data quality, data governance, and fast time-to-market. Hosted in the cloud or on-premises. Data Virtuality has 3 modules: Pipes, Pipes Professional, and Logical Data Warehouse. Cut down your development time by up to 80%. Access any data in minutes and automate data workflows using SQL. Use Rapid BI Prototyping for significantly faster time-to-market. Ensure data quality for accurate, complete, and consistent data. Use metadata repositories to improve master data management. -
40
IBM DataStage
IBM
Accelerate AI innovation with cloud-native data integration on IBM Cloud Pak for data. AI-powered data integration, anywhere. Your AI and analytics are only as good as the data that fuels them. With a modern container-based architecture, IBM® DataStage® for IBM Cloud Pak® for Data delivers that high-quality data. It combines industry-leading data integration with DataOps, governance and analytics on a single data and AI platform. Automation accelerates administrative tasks to help reduce TCO. AI-based design accelerators and out-of-the-box integration with DataOps and data science services speed AI innovation. Parallelism and multicloud integration let you deliver trusted data at scale across hybrid or multicloud environments. Manage the data and analytics lifecycle on the IBM Cloud Pak for Data platform. Services include data science, event messaging, data virtualization and data warehousing. Parallel engine and automated load balancing. -
41
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. -
42
QuerySurge
RTTS
QuerySurge is the enterprise-grade data quality platform that continuously automates the validation of data across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise applications. With AI-powered test creation, a scalable architecture, and seamless CI/CD integration, QuerySurge consistently ensures data integrity at every stage of the pipeline: accelerating delivery, reducing risk, and enabling confident decision-making. Use Cases - Data Warehouse & ETL Testing - Big Data Testing - DevOps for Data / DataOps / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise App/ERP Testing QuerySurge Features - Data Validation: enterprise-grade platform - AI: Automatically create data validation tests - BI Report Testing: Fully automated, no-code approach - DevOps for Data (DataOps): API w/60+ calls & Swagger docs, integrate continuous testing into your CI/CD pipelines - Data Connectors: For 200+ platforms -
43
Talend Data Catalog
Qlik
Talend Data Catalog gives your organization a single, secure point of control for your data. With robust tools for search and discovery, and connectors to extract metadata from virtually any data source, Data Catalog makes it easy to protect your data, govern your analytics, manage data pipelines, and accelerate your ETL processes. Data Catalog automatically crawls, profiles, organizes, links, and enriches all your metadata. Up to 80% of the information associated with the data is documented automatically and kept up-to-date through smart relationships and machine learning, continually delivering the most current data to the user. Make data governance a team sport with a secure single point of control where you can collaborate to improve data accessibility, accuracy, and business relevance. Support data privacy and regulatory compliance with intelligent data lineage tracing and compliance tracking. -
44
Google Cloud Data Fusion
Google
Open core, delivering hybrid and multi-cloud integration. Data Fusion is built using open source project CDAP, and this open core ensures data pipeline portability for users. CDAP’s broad integration with on-premises and public cloud platforms gives Cloud Data Fusion users the ability to break down silos and deliver insights that were previously inaccessible. Integrated with Google’s industry-leading big data tools. Data Fusion’s integration with Google Cloud simplifies data security and ensures data is immediately available for analysis. Whether you’re curating a data lake with Cloud Storage and Dataproc, moving data into BigQuery for data warehousing, or transforming data to land it in a relational store like Cloud Spanner, Cloud Data Fusion’s integration makes development and iteration fast and easy. -
45
Databricks
Databricks
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker. -
46
Azure Data Factory
Microsoft
Integrate data silos with Azure Data Factory, a service built for all data integration needs and skill levels. Easily construct ETL and ELT processes code-free within the intuitive visual environment, or write your own code. Visually integrate data sources using more than 90+ natively built and maintenance-free connectors at no added cost. Focus on your data—the serverless integration service does the rest. Data Factory provides a data integration and transformation layer that works across your digital transformation initiatives. Data Factory can help independent software vendors (ISVs) enrich their SaaS apps with integrated hybrid data as to deliver data-driven user experiences. Pre-built connectors and integration at scale enable you to focus on your users while Data Factory takes care of the rest. -
47
Mozart Data
Mozart Data
Mozart Data is the all-in-one modern data platform that makes it easy to consolidate, organize, and analyze data. Start making data-driven decisions by setting up a modern data stack in an hour - no engineering required. -
48
SCIKIQ
SCIKIQ
SCIKIQ is an enterprise data fabric and AI platform that moves organizations from fragmented data to production-ready AI. AI is only as good as the meaning behind the data. SCIKIQ builds that foundation with data semantics, ontologies, and knowledge graphs, connecting data integration, data quality, data governance, and master data management into a unified data fabric that gives AI true business context. 167+ pre-built connectors including SAP, Snowflake, Oracle, and Kafka. No migration. Cloud-agnostic. Live in 30–90 days, Fastest ROI Built on a semantic layer with data catalog, data lineage, ETL, and agentic AI, SCIKIQ brings conversational analytics and self-service business intelligence to business teams , while data teams keep full governance and control. Recognized by Forrester as a Top 34 AI Platform globally. NASSCOM League of 10. YourStory Tech30. Trusted by category leaders in banking, financial services, retail, manufacturing, and supply chain & Logistics. -
49
Matia
Matia
Matia is a unified DataOps platform designed to simplify modern data management by combining multiple core functions into a single, integrated system. It brings together ETL, reverse ETL, data observability, and a data catalog, eliminating the need for multiple disconnected tools and reducing the complexity of managing fragmented data stacks. It enables teams to move data quickly and reliably from various sources into data warehouses using advanced ingestion capabilities, including real-time updates and error handling, while also allowing them to push trusted data back into operational tools for business use. Matia emphasizes built-in observability at every stage of the data pipeline, providing monitoring, anomaly detection, and automated quality checks to ensure data accuracy and reliability before issues impact downstream systems. -
50
Easily extract, transform, and load (ETL) data for data science and analytics. Design code-free data flows into data lakes and data marts. Part of Oracle’s comprehensive portfolio of integration solutions. Intuitive user interface helps you configure integration parameters and automate data mapping between sources and targets. Use one of the out-of-the-box operators, such as a join, aggregate, or expression to shape your data. Maintain your processes centrally and use parameters to override specific configuration values at runtime. Users can interactively prepare their data and view transformation results to validate their processes. Boost productivity and fine-tune data flows on the fly, without waiting for an execution to complete. Avoid broken integration flows and reduce maintenance complexities when data schemas evolve.Starting Price: $0.04 per GB per hour