Alternatives to 1Data
Compare 1Data alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to 1Data in 2026. Compare features, ratings, user reviews, pricing, and more from 1Data competitors and alternatives in order to make an informed decision for your business.
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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. -
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EvoluteIQ
EvoluteIQ
EvoluteIQ is on a mission to revolutionize and democratize digital business for enterprises with our EIQ Platform. Our integrated intelligent business automation platform empowers organizations to create exceptional user experiences through process orchestration, generative AI, RPA, data, and event processing, AI/ML, enterprise connectors, and front-end application development. Our user-centric approach ensures that even non-technical users can drive digital transformation with ease, thanks to our intuitive low-code/no-code interface. Orchestrate across disparate systems and data, with the ability to bring the “human-in-the-loop” to handle exceptions. Embed process intelligence by leveraging the platform’s cognitive and decision-modeling capabilities. Connect and process “data at rest” from any source including databases, data lakes, flat files, unstructured documents, and email. -
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Edify
EAB
Innovation and bold decision-making are imperative for today's leaders-but thanks to a growing number of systems, critical data is harder to get, which slows down these key decisions. Edify simplifies higher education data management by pairing powerful data warehousing technology with direct-to-user analytics tools to provide one single solution to activate digital excellence on your campus. Edify includes a cloud-native, secure, infinitely scalable data lake and higher education data warehouse to support critical institutional data initiatives. Edify can ingest data through a library of pre-build higher ed system connectors or custom extraction. Edify lets your team implement education data management best-practice rules and validations to ensure a single source of truth. At the core of Edify is a transparent and higher-ed-specific data model. Edify's data governance capabilities include tools to help keep your data organized and accurate. -
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UnifyApps
UnifyApps
Reduce fragmented systems & bridge data silos by enabling your teams to develop complex applications, automate workflows and build data pipelines. Automate complex business processes across applications within minutes. Build and deploy customer-facing and internal applications. Use from a wide range of pre-built rich components. Enterprise-grade security and governance and robust debugging and change management. Build enterprise-grade applications 10x faster without writing code. Automate complex business processes across applications within minutes. Powered by enterprise-grade reliability features like caching, rate limiting, and circuit breakers. Build custom integrations in less than a day with connector SDK. Real-time data replication from any source to the destination system. Instantly move data across applications, data warehouses, or data lakes. Enable preload transformations, and automated schema mapping. -
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Airbyte
Airbyte
Airbyte is an open-source data integration platform designed to help businesses synchronize data from various sources to their data warehouses, lakes, or databases. The platform provides over 550 pre-built connectors and enables users to easily create custom connectors using low-code or no-code tools. Airbyte's solution is optimized for large-scale data movement, enhancing AI workflows by seamlessly integrating unstructured data into vector databases like Pinecone and Weaviate. It offers flexible deployment options, ensuring security, compliance, and governance across all models.Starting Price: $2.50 per credit -
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ContinuumCore
Logibec
ContinuumCore is Continuum Health’s dashboarding platform. When combined with Intellium, ContinuumCore provides full access to a scalable datamart. As needs and data evolve, ContinuumCore also does, ensuring that clients always benefit from fully-optimized data management. ContinuumCore integrates more than 100 connectors into a single data warehouse, and new data connectors are regularly added. It provides a single point of access to all your clinical and financial data while ensuring that the impact on your source systems is limited, planned and controlled. ContinuumCore lets users organize their data by topic for easy use. The solution also provides agnostic data for seamless querying of diverse sources as well as dictionary-based data documentation for precise definitions, easy understanding and fast searches. ContinuumCore uses data normalization to standardize values and data validation to detect problems. It features data improvement tools, processes and report builders. -
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VE3 DataWise
VE3 Global
DataWise is a purpose-built solution for SAP data modernization. It bridges SAP (ECC or S/4HANA) and the Databricks Lakehouse to transform siloed operational data into a trusted, analytics-ready foundation for real-time decisions and AI innovation. DataWise accelerates value with SAP-native connectors and prebuilt models for common modules (SD, MM, PM, Finance, Ariba, SuccessFactors). Automated ELT pipelines land data into Delta Lake, while MatchX AI-powered data quality engine performs cleansing, standardization, deduplication, and entity matching to raise data accuracy and completeness at scale. Governance is enforced end-to-end through Unity Catalog, fine-grained access controls, and lineage. Once standardized and governed, DataWise activates your SAP data across BI dashboards, machine-learning features, and event-driven workflows without disrupting core ERP. -
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MovingLake
MovingLake
MovingLake provides state-of-the-art real-time data connectors for infrastructure, hospitality, and e-commerce. Power your data warehouse, databases, and data lakes, as well as your microservices using the same API connectors, and get consistent data across all your systems. Make data-driven decisions faster with MovingLake! -
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Irion EDM
Irion
Irion EDM is end-to-end, agile, accountable, data fabric-ready. Reduce costs and exploit SQL skills. An open, scalable and efficient system based on the innovative and disruptive “declarative” paradigm to implement and govern all phases of your data management process. Configure your data pipeline to acquire, control, and transform your data (database, app, social, API, etc.) Access all information without the need for specific extraction and normalization systems. Easily configure your business rules thanks to an intuitive user editor. Classify, enrich, and control all your data and define a single, centralized data & rules dictionary. Browse the results of your data processing (operational data, control statistics, KPIs, etc.) through a multi-template web dashboard. Configure the publication model and choose which data assets you want to publish and how. Delegate to the product the execution of all processes and intermediate steps. -
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PiLog
PiLog
PiLog is a leading provider of Master Data Quality Solutions, supporting multiple master data domains in a variety of industries. PiLog solutions are state-of-the-art, focused on creating a common business language and managing the rules for the creation of high-quality, multilingual descriptions for our clients. PiLog provides exclusive technical dictionary content that is the culmination of research, development, and execution over the past twenty years. As The Master Data Experts, the team at PiLog has cleansed tens of millions of records. We have saved clients many millions of dollars by eliminating duplicate inventory and spares, eliminating free-text spend, and driving more effective spend analysis through proper item and service classification. -
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OpsVeda
OpsVeda
The OpsVeda Operations Management System is powered by an AI infused and automation capable platform. The platform uses algorithms and rules to monitor business events in real-time and alerts users to risks and opportunities in the context of customer relationships and financial outcomes. It is the engine powering the rich content of the OpsVeda Solution Factory. The platform enables a quick and low-risk way for companies to enjoy the benefits of an Operational Intelligence solution. The simple configuration enables ingestion from data lakes and reports, enabling users quickly with a range of insights, prescriptions & alerts. As needed, restful event-based real-time connectors can be deployed, as well as ready-made integration to pull-in data from third-party providers. Your data in OpsVeda is secured with up-to-date industry standards around user security and encryption at all stages. The system scales regardless of data volumes and provides elasticity needed during seasonal peaks. -
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Monad
Monad
Monad is a security data cloud platform designed to streamline the extraction, transformation, and loading (ETL) of data from various security tools into a unified data warehouse. It enables security teams to export data from their tools, transform it into custom data models, and deliver it directly to their data warehouses, facilitating seamless integration and analysis. The platform allows teams, including security, DevOps, and cloud engineering, to interact with data through SQL and business intelligence tools, enhancing their ability to normalize, transform, and enrich data for improved security and compliance outcomes. Monad’s user-friendly interface and enterprise-grade connectors simplify creating a security data lake, helping organizations unify data silos and achieve better insights and analytics for robust security management. -
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Verodat
Verodat
Verodat is a SaaS platform that gathers, prepares, enriches and connects your business data to AI Analytics tools. For outcomes you can trust. Verodat automates data cleansing & consolidates data into a clean, trustworthy data layer to feed downstream reporting. Manages data requests to suppliers. Monitors the data workflow to identify bottlenecks & resolve issues. Generates an audit trail to evidence quality assurance for every data row. Customize validation & governance to suit your organization. Reduces data prep time by 60%, allowing data analysts to focus on insights. The central KPI Dashboard reports key metrics on your data pipeline, allowing you to identify bottlenecks, resolve issues and improve performance. The flexible rules engine allows users to easily create validation and testing to suit your organization's needs. With out of the box connections to Snowflake, Azure and other cloud systems, it's easy to integrate with your existing tools. -
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Infor IoT
Infor
Infor Internet of Things (IoT) delivers secure sensor data ingestion—at scale from anywhere. With Infor IoT, sensor data is synchronized with Infor CloudSuite™ EAM information, bringing deeper context into asset health monitoring. This contextual information drives better exception detection, workflows, reporting, data analytics, and machine learning. Infor IoT’s sensor readings are stored in the Infor Data Lake, allowing myriad possibilities for richer IoT data consumption. Device data can also be augmented with attributes and metadata that enable advanced search and device management capabilities. Monitor telemetry in near real-time with the rule engine, use device templates to simplify device configuration and onboarding, experience a portal architecture designed for scale and leverage a flexible condition and action rule editor. -
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Kal Admin
Kalrom Systems
There are different ways to cut IT department costs, but the most intelligent and profound way is by increasing employee productivity. Once you implement efficient work methods you pave the way for continuous saving and improvement. Kal Admin is an indispensable software for hundreds of Analysts, Developers, QAs and DBAs in the public service in Israel. Kal Admin's Data Dictionary is a repository where Business Analysts store definitions and descriptions of data elements required to satisfy end user requirement. Business terminology can be stored in the Dictionary as well. The Dictionary is used later for building tables in the database. Using Kal Admin, tables can be defined without actually building them in the database. Columns in the table are defined using the Data Dictionary. Once the defined tables pass quality assurance you can build them in the database with a click. -
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Kylo
Teradata
Kylo is an open source enterprise-ready data lake management software platform for self-service data ingest and data preparation with integrated metadata management, governance, security and best practices inspired by Think Big's 150+ big data implementation projects. Self-service data ingest with data cleansing, validation, and automatic profiling. Wrangle data with visual sql and an interactive transform through a simple user interface. Search and explore data and metadata, view lineage, and profile statistics. Monitor health of feeds and services in the data lake. Track SLAs and troubleshoot performance. Design batch or streaming pipeline templates in Apache NiFi and register with Kylo to enable user self-service. Organizations can expend significant engineering effort moving data into Hadoop yet struggle to maintain governance and data quality. Kylo dramatically simplifies data ingest by shifting ingest to data owners through a simple guided UI. -
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ibi Data Intelligence
Cloud Software Group
ibi Data Intelligence is a unified data management solution that integrates application and data integration, transformation, and quality enhancement within a single framework. It enables organizations to seamlessly connect disparate data sources, ensuring accurate, consistent, and up-to-date information across all operations. By consolidating data management tools, ibi Data Intelligence simplifies IT management, reduces operating costs, and eliminates data silos, providing a comprehensive 360-degree view of business operations. The platform supports low-code/no-code solutions to optimize workflows and enhance productivity, facilitating efficient collaboration and quicker time-to-value. Key capabilities include robust data quality checks, validation, cleansing, enrichment, and seamless application integration through messaging systems and automated workflows. By leveraging these features, organizations can improve business agility and ensure compliance with organizational policies. -
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Tree Schema Data Catalog
Tree Schema
The essential tool for metadata management. Automatically populate your entire catalog in under 5 minutes! Data Discovery. Find the data you need anywhere within your data ecosystem from the database all the way down to the specific values for each field. Automatically document your data from existing data stores. First-class support for tabular and unstructured data. Automated data governance actions. Data Lineage. Explore your data lineage and understand where your data comes from and where it is going. View impact analysis of changes Find all up and downstream impacts. Visualize relationships and connections. API AccessNew. Manage your data lineage as code and keep your catalog up to date with the Tree Schema API. Integrate Data Lineage into CICD pipelines Capture values & descriptions within your code Analyze impact for breaking changes. Data Dictionary. Know the key terms and lingo that drive your business. Define the context and scope for keywordsStarting Price: $99 per month -
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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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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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Etleap
Etleap
Etleap was built from the ground up on AWS to support Redshift and snowflake data warehouses and S3/Glue data lakes. Their solution simplifies and automates ETL by offering fully-managed ETL-as-a-service. Etleap's data wrangler and modeling tools let users control how data is transformed for analysis, without writing any code. Etleap monitors and maintains data pipelines for availability and completeness, eliminating the need for constant maintenance, and centralizes data from 50+ disparate sources and silos into your data warehouse or data lake. -
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Infometry Google Connectors
Infometry
Infometry Google Connectors enable native integration of Google Applications with Informatica Cloud IDMC (Formerly known as IICS). Infometry’s Google Sheets Connectors are 100% Informatica Certified and provide native interfaces. Infometry’s Connectors enable seamless integration and real-time Data Analytics. Infometry’s Google Connector for Informatica enables easy application integration, data extraction for downstream applications, and ETL for Enterprise Data Warehouse. Informatica Cloud Connector Customers are leveraging Google Sheets to store data sets such as Sales Forecast, Goals, Product Master, SKU, Lab Results, Headcount estimates, OpEx Budgets, etc which needs to be further loaded into Enterprise Data Warehouse, Cloud Applications, and Data Lake. Infometry built a Google Sheet connector using Informatica’s native interface, which supports all the API operations including reading, Writing, Update, Delete, Range, Search…etc. -
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Rupert
Rupert
With Rupert's no-code custom alerts, find the actionable opportunities, anomalies, or exceptions you care about and push them directly to Slack. Unlock value from your data warehouse or BI dashboards with Rupert's flexible, no-code monitoring & alerting. Set up monitoring for any metric or event in minutes. Use dynamic thresholds and combine multiple rules to build more valuable alerts. Add breakdowns and filters to scope alerts to the right granularity or cut of data. Choose period over period comparisons, moving averages, anomaly detection and more from our no-code trigger library. Give recipients complete context on alerts by inserting any data from your warehouse, beyond the monitored metric or event Embed programmable actions buttons into alerts. Build any custom URL or use native Jira & Salesforce integrations.Starting Price: $199 per month -
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Integrate.io
Integrate.io
Unify Your Data Stack: Experience the first no-code data pipeline platform and power enlightened decision making. Integrate.io is the only complete set of data solutions & connectors for easy building and managing of clean, secure data pipelines. Increase your data team's output with all of the simple, powerful tools & connectors you’ll ever need in one no-code data integration platform. Empower any size team to consistently deliver projects on-time & under budget. We ensure your success by partnering with you to truly understand your needs & desired outcomes. Our only goal is to help you overachieve yours. Integrate.io's Platform includes: -No-Code ETL & Reverse ETL: Drag & drop no-code data pipelines with 220+ out-of-the-box data transformations -Easy ELT & CDC :The Fastest Data Replication On The Market -Automated API Generation: Build Automated, Secure APIs in Minutes - Data Warehouse Monitoring: Finally Understand Your Warehouse Spend - FREE Data Observability: Custom -
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Observe
Observe
Observe – the AI-powered observability company – is reinventing how businesses detect anomalies, troubleshoot applications, and resolve incidents to deliver exceptional customer experiences. Only Observe eliminates silos of logs, metrics, and traces by storing all data in a single, cost-efficient data lake, analyzing all telemetry data using a single language, and providing access through a single, consistent, user interface. Observe’s AI-Powered Observability enables companies to resolve software incidents three times faster at one-third the cost. Customers such as Capital One, Dialpad AI, Top Golf and more trust Observe to turn their data into actionable insights.Starting Price: $0.35 Per GiB -
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NetRise
NetRise
Netrise is a low-code/no-code digital experience and process automation platform that helps businesses build, customize, and scale web apps, portals, internal tools, and digital products without heavy engineering overhead by combining visual development tools, data integrations, and automation capabilities in one unified workspace. It lets teams design responsive web experiences and user interfaces with drag-and-drop components while connecting to internal and external data sources through API connectors, databases, spreadsheets, and SaaS apps, enabling real-time data flows that power dynamic workflows. Netrise supports automated logic, forms, user roles, permissions, and multi-step processes so organizations can digitize manual tasks, standardize operations, and deliver tailored digital services both internally and customer-facing. -
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Vega
Vega
Vega is an AI-native, federated security analytics platform built to give security operations teams unified visibility, detection, investigation, and response across all of their security data without requiring costly data migration or centralized ingestion. Its Security Analytics Mesh (SAM) lets analysts instantly access and query data wherever it lives, including SIEMs, data lakes, cloud services, and cold storage, using natural language or query languages, eliminating blind spots and reducing cost and maintenance overhead while expanding coverage. It delivers AI-powered detections, automated triage, and cross-environment alert correlation, translating and normalizing data from disparate sources so teams can build, deploy, and refine detection rules once and run them everywhere. Vega also continuously tunes alerts to reduce noise, uncovers hidden security gaps, and integrates with existing security stacks through pre-built connectors. -
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TrialPoint
Databean
TrialPoint™ electronic data capture (EDC) is easy to configure, easy to use, and the coordinators love it. Our data managers are experts in converting clinical protocols into geek-speak (metadata dictionaries for those in the know) and will configure TrialPoint™ to work for you, not against you. The system can accept any randomization string, media upload, or coding dictionary. It can even blind users to treatment assignments. To promote time-sensitive data collection. the system will prospectively calculate visit windows and send out alerts and reminders keeping the team focused and on task. Nowadays, patient-reported health outcomes and quality of life questionnaires are included in most trial designs and are responsible for many protocol compliance issues. Take a look at TrialPoint’s electronic patient-reported outcomes (ePRO) module which can be configured to fit any quality of life questionnaire or patient diary. -
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Qlik Compose
Qlik
Qlik Compose for Data Warehouses provides a modern approach by automating and optimizing data warehouse creation and operation. Qlik Compose automates designing the warehouse, generating ETL code, and quickly applying updates, all whilst leveraging best practices and proven design patterns. Qlik Compose for Data Warehouses dramatically reduces the time, cost and risk of BI projects, whether on-premises or in the cloud. Qlik Compose for Data Lakes automates your data pipelines to create analytics-ready data sets. By automating data ingestion, schema creation, and continual updates, organizations realize faster time-to-value from their existing data lake investments. -
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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 -
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Arovy
Arovy
Arovy is a cutting-edge Salesforce data governance and risk management platform designed to give enterprises full visibility and control over their Salesforce ecosystem. It breaks down data silos with automated data dictionaries, real-time change tracking, and intelligent impact analysis. With advanced threat detection, API monitoring, and audit trail tracking, Arovy ensures your Salesforce environment stays secure, compliant, and optimized for performance. The platform empowers teams to understand dependencies, monitor integrations, and eliminate tech debt using AI-driven insights. Its proactive alerts and visual dashboards help users identify risks before they escalate—making Arovy the ultimate control center for Salesforce management. Trusted by over 250 leading Salesforce customers, Arovy helps businesses operate confidently in the AI-driven era of data governance. -
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L7|ESP
L7 Informatics
L7 Enterprise Science Platform (L7|ESP®) is a unified platform that contextualizes data and eliminates business silos via process orchestration. It's a comprehensive solution that facilitates the digitalization of data and scientific processes in life sciences organizations. L7|ESP has native applications, including L7 LIMS, L7 Notebooks, L7 MES, L7 Scheduling, and more. It can integrate with existing third-party applications, lab instruments, and devices to capture all data in a single data model. It has a low-code/no-code workflow designer and hundreds of pre-built connectors to enable rapid time-to-value and end-to-end automation. By leveraging a single data model, L7|ESP enables advanced bioinformatics, AI, and ML to offer novel scientific and operational insights. L7|ESP addresses data and lab management needs in life sciences, particularly in: ● Research and Diagnostics ● Pharma and CDMO ● Clinical Sample Management Resource Center: l7informatics dot com/resource-center -
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Datatrial Nucleus
Datatrial
One Platform to Research, Document, and Collate your Clinical Data. Simplify your research data with the Nucleus platform. A single platform to store your study documentation, clinical datasets, submission data and compliant media. Nucleus Documents enables document management and version control for your quality documentation and media. Control, manage, and share company content with ease. Collate and control your electronic trial master file documents with ease using our centralized regulatory document management solution. Nucleus Coding enables dictionary term coding against both MedDRA and WHODrug dictionaries, either in our standalone application, or integrated into your data capture system. -
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Gimmal Records
Gimmal
Records and information are stored in numerous locations across the enterprise, making it difficult to manage this content in a compliant manner. With Gimmal Records, you don’t need to waste money on another repository or time streaming records to a data lake. Turn your existing infrastructure into a comprehensive records management system without needing to move content. Ensure records are managed according to appropriate retention schedules and disposed of in a compliant manner. Have visibility and control of information in any repository with a centralized dashboard. Gimmal Records is independent of repositories and uses connectors to manage information. Set up rules and triggers so you can feel confident that information is set on the right lifecycle. Ensure information is managed according to policies, regardless of where it lives. -
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Astera ReportMiner
Astera Software
Astera ReportMiner is a data extraction platform that provides users with a complete solution for end-to-end data integration and ingestion. With ReportMiner, users are able to free business data that is trapped in TXT, PDF, DOC, and other types of document files. ReportMiner also features business rules-based data quality verification, data cleansing, data transformation, and loading into a wide range of database platforms. -
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Collate
Collate
Collate is an AI‑driven metadata platform that empowers data teams with automated discovery, observability, quality, and governance through agent‑based workflows. Built on the open source OpenMetadata foundation and a unified metadata graph, it offers 90+ turnkey connectors to ingest metadata from databases, data warehouses, BI tools, and pipelines, delivering in‑depth column‑level lineage, data profiling, and no‑code quality tests. Its AI agents automate data discovery, permission‑aware querying, alerting, and incident‑management workflows at scale, while real‑time dashboards, interactive analyses, and a collaborative business glossary enable both technical and non‑technical users to steward high‑quality data assets. Continuous monitoring and governance automations enforce compliance with standards such as GDPR and CCPA, reducing mean time to resolution for data issues and lowering total cost of ownership.Starting Price: Free -
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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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Match Data Pro
Match Data Pro
Match Data Pro is an intelligent data quality management tool designed to unify, cleanse, profile, match, deduplicate, and merge records from multiple files, databases, and systems with speed and precision. It provides advanced AI-ready fuzzy matching and configurable rule-based logic that detects duplicates and inconsistencies across large datasets, helping you fix errors, standardize formats, and create reliable golden records without coding. It supports comprehensive data profiling with key metrics to uncover quality issues before processing, powerful data cleansing tools to normalize and standardize information, and address verification capabilities to improve accuracy. Match Data Pro includes Senzing AI entity resolution and customizable matching algorithms that handle slight variations in data, high-performance processing that scales to millions of records, and project job automation with scheduling, reusable rules, and API integrations.Starting Price: $27 per month -
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DataTools
DataTools Pro
DataTools for Salesforce is metrics and meta-data management designed to bring your Salesforce and data cloud professionals together. DataTools for Salesforce supports your Salesforce organization’s core metadata and metrics today while providing context data to help you implement your modern customer data cloud. We’ve crafted our Salesforce dictionary utility specifically for the purpose of robust reporting and insightful analysis. With it, you can pinpoint and categorize crucial fields, while emphasizing essential metrics to maximize the utility of your meta-data. Explore connections between Salesforce objects through easily discernible color schemes. Engage with and structure your Salesforce entity relationship diagram effortlessly. Simply choose the relevant objects within your dictionary and create your Salesforce ERD with just one click. Our Salesforce data migration tool is designed for efficient process and project management. -
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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 -
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Landis+Gyr Gridstream MDMS
Landis+Gyr
Landis + Gyr’s Gridstream Meter Data Management System (Core MDMS) validates, manages, and controls data from advanced meters and smart grid devices, storing customer and meter metadata alongside usage and diagnostic data to power analytics and business workflows. It supports Validation, Estimation, and Editing (VEE) rules that ensure data integrity, with non‑conforming readings flagged or estimated, while virtual metering capabilities enable aggregation and net energy calculations for renewable participation. Billing determinants leverage measured or calculated values to accurately support diverse rate structures. Event administration and exception management handle flags and validation exceptions not auto‑resolved via VEE rules. Workflow orchestration manages chained transactions with full tracking and reporting, and automated group management enables batch actions by device technology, rate class, or geography. -
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Quix
Quix
Building real-time apps and services require lots of components running in concert: Kafka, VPC hosting, infrastructure as code, container orchestration, observability, CI/CD, persistent volumes, databases, and much more. The Quix platform takes care of all the moving parts. You just connect your data and start building. That’s it. No provisioning clusters or configuring resources. Use Quix connectors to ingest transaction messages streamed from your financial processing systems in a virtual private cloud or on-premise data center. All data in transit is encrypted end-to-end and compressed with G-Zip and Protobuf for security and efficiency. Detect fraudulent patterns with machine learning models or rule-based algorithms. Create fraud warning messages as troubleshooting tickets or display them in support dashboards.Starting Price: $50 per month -
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IQDox
B-Data
Organizations have large volumes of data and an ever-increasing demand to exchange a lot of this data with their business partners, government authorities and even between systems and groups within the organization. IQDox is designed to help simplify as much of this complexity as possible using connectors, wizards and a wide range of technical and industry standards. Why not try it and find out for yourself! The primary purpose of IQDox is to automate the connections between your business and your partners, using EDI, APIs or other data formats such as XLS, CSV. IQDox allows you to design and execute workflows that connect your business partners to your organization’s operations and business processes. Each workflow can be constructed from a range of connectors and process components that can be strung together using business rules. -
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Cognite
Cognite
Cognite is an industrial data and AI platform that helps asset-intensive organizations unify, contextualize, and activate their operational information to improve decision-making, increase efficiency, and accelerate digital transformation. Built with scalability and openness in mind, the platform supports integration with existing tools and workflows through open APIs and connectors. It also provides low-code industrial AI agents and workbenches, enabling users to automate complex tasks, execute advanced analytics, and develop AI-driven workflows without extensive software engineering investment. Cognite breaks down data silos, enabling contextual search across large datasets, powering predictive maintenance and reliability analytics, and scaling AI solutions across facilities and enterprise operations. -
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Fortanix Confidential AI
Fortanix
Fortanix Confidential AI is a unified platform that enables data teams to process sensitive datasets and run AI/ML models entirely within confidential computing environments, combining managed infrastructure, software, and workflow orchestration to maintain organizational privacy compliance. The service offers readily available, on-demand infrastructure powered by Intel Ice Lake third-generation scalable Xeon processors and supports execution of AI frameworks inside Intel SGX and other enclave technologies with zero external visibility. It delivers hardware-backed proofs of execution and detailed audit logs for stringent regulatory requirements, secures every stage of the MLOps pipeline, from data ingestion via Amazon S3 connectors or local uploads through model training, inference, and fine-tuning, and provides broad model compatibility. -
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Onehouse
Onehouse
The only fully managed cloud data lakehouse designed to ingest from all your data sources in minutes and support all your query engines at scale, for a fraction of the cost. Ingest from databases and event streams at TB-scale in near real-time, with the simplicity of fully managed pipelines. Query your data with any engine, and support all your use cases including BI, real-time analytics, and AI/ML. Cut your costs by 50% or more compared to cloud data warehouses and ETL tools with simple usage-based pricing. Deploy in minutes without engineering overhead with a fully managed, highly optimized cloud service. Unify your data in a single source of truth and eliminate the need to copy data across data warehouses and lakes. Use the right table format for the job, with omnidirectional interoperability between Apache Hudi, Apache Iceberg, and Delta Lake. Quickly configure managed pipelines for database CDC and streaming ingestion. -
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AWS Lake Formation
Amazon
AWS Lake Formation is a service that makes it easy to set up a secure data lake in days. A data lake is a centralized, curated, and secured repository that stores all your data, both in its original form and prepared for analysis. A data lake lets you break down data silos and combine different types of analytics to gain insights and guide better business decisions. Setting up and managing data lakes today involves a lot of manual, complicated, and time-consuming tasks. This work includes loading data from diverse sources, monitoring those data flows, setting up partitions, turning on encryption and managing keys, defining transformation jobs and monitoring their operation, reorganizing data into a columnar format, deduplicating redundant data, and matching linked records. Once data has been loaded into the data lake, you need to grant fine-grained access to datasets, and audit access over time across a wide range of analytics and machine learning (ML) tools and services. -
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Ascend
Ascend
Ascend gives data teams a unified and automated platform to ingest, transform, and orchestrate their entire data engineering and analytics engineering workloads, 10X faster than ever before. Ascend helps gridlocked teams break through constraints to build, manage, and optimize the increasing number of data workloads required. Backed by DataAware intelligence, Ascend works continuously in the background to guarantee data integrity and optimize data workloads, reducing time spent on maintenance by up to 90%. Build, iterate on, and run data transformations easily with Ascend’s multi-language flex-code interface enabling the use of SQL, Python, Java, and, Scala interchangeably. Quickly view data lineage, data profiles, job and user logs, system health, and other critical workload metrics at a glance. Ascend delivers native connections to a growing library of common data sources with our Flex-Code data connectors.Starting Price: $0.98 per DFC -
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Simplify big data operations and build intelligent knowledge libraries with Data Lake Governance Center (DGC), a one-stop data lake operations platform that manages data design, development, integration, quality, and assets. Build an enterprise-class data lake governance platform with an easy-to-use visual interface. Streamline data lifecycle processes, utilize metrics and analytics, and ensure good governance across your enterprise. Define and monitor data standards, and get real-time alerts. Build data lakes quicker by easily setting up data integrations, models, and cleaning rules, to enable the discovery of new reliable data sources. Maximize the business value of data. With DGC, end-to-end data operations solutions can be designed for scenarios such as smart government, smart taxation, and smart campus. Gain new insights into sensitive data across your entire organization. DGC allows enterprises to define business catalogs, classifications, and terms.Starting Price: $428 one-time payment
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Data Warehouse Studio
Gamma Systems
Data Warehouse Studio enables software architects, data modelers, and business analysts to contribute directly to the outcome of data warehouse and business intelligence projects. Using Data Warehouse Studio’s graphical user interface, these domain experts define business rules, data mappings, desired coding patterns, and other design elements. Once these requirements and technical specifications have been entered in Data Warehouse Studio’s central repository, the platform automatically generates 99-100% of the SQL and ETL code required for the project, eliminating the need for hand-coding. For most projects, Data Warehouse Studio completely eliminates the need to manually code ETL or SQL processes. Data Warehouse Studio is a design time technology that provides a single integrated platform for all project participants to capture requirements and technical specifications.