Best Data Management Software for Git

Gearset is a full‑featured Salesforce DevOps solution built for the enterprise, giving teams the tools to adopt best practices across every stage of the DevOps lifecycle. From metadata and CPQ deployments to CI/CD, testing, code analysis, sandbox seeding, backups, archiving, and observability, Gearset gives teams unmatched insight and control over their Salesforce workflows. Over 3,000 organizations — including names like McKesson and IBM — rely on Gearset to deliver with security and scale in mind. With advanced governance, detailed audit trails, SOX/ISO/HIPAA support, multi‑team pipelines, integrated security checks, and adherence to ISO 27001, SOC 2, GDPR, CCPA/CPRA, and HIPAA, Gearset combines enterprise‑ready compliance with rapid onboarding and an intuitive interface — all in one platform. Leading firms in finance, healthcare, and tech trust Gearset to power their DevOps initiatives without adding complexity.

Apify provides the infrastructure developers need to build, deploy, and monetize web automation tools. The platform centers on Apify Store, a marketplace featuring 10,000+ community-built Actors. These are serverless programs that scrape websites, automate browser tasks, and power AI agents. Developers create Actors using JavaScript, Python, or Crawlee (Apify's open-source crawling library), then publish them to the Store. When other users run your Actor, you earn money. Apify manages the infrastructure, handles payments, and processes monthly payouts to thousands of active developers. Apify Store offers ready-to-use solutions for common use cases: extracting data from Amazon, Google Maps, and social platforms; monitoring prices; generating leads; and much more. Under the hood, Actors automatically manage proxy rotation, CAPTCHA solving, JavaScript-heavy pages, and headless browser orchestration. The platform scales on demand with 99.95% uptime and maintains SOC2, GDPR, and CCPA compliance. For workflow automation, Apify connects to Zapier, Make, n8n, and LangChain. The platform also offers an MCP server, enabling AI assistants like Claude to discover and invoke Actors programmatically.

Parasoft's mission is to provide automated testing solutions and expertise that empower organizations to expedite delivery of safe and reliable software. A powerful unified C and C++ test automation solution for static analysis, unit testing and structural code coverage, Parasoft C/C++test helps satisfy compliance with industry functional safety and security requirements for embedded software systems.

Visual Expert is a static code analyzer for Oracle PL/SQL, SQL Server T-SQL and PowerBuilder. It identifies code dependencies to let you modify the code without breaking your application. It also scans your code to detect security flaws, quality, performance and maintenability issues. Identify breaking changes with impact analysis. Scan the code to find security vulnerabilities, bugs and maintenance issues. Integrate continuous code inspection in a CI workflow. Understand the inner workings and document your code with call graphs, code diagrams, CRUD matrices, and object dependency matrices (ODMs). Automatically generate source code documentation in HTML format. Navigate your code with hyperlinks. Compare two pieces of code, databases or entire applications. Improve maintainability. Clean up code. Comply with development standards. Analyze and improve database code performance: Find slow objects and SQL queries, optimize a slow object, a call chain, a slow SQL query, display a query execution plan.

Saturn Cloud is an AI/ML platform available on every cloud. Data teams and engineers can build, scale, and deploy their AI/ML applications with any stack.

The fastest way to create the most popular sites. Speed. Spend less. Netlify is used by over 900,000 developers and businesses to manage web projects on a global scale. It does not require servers, devops or expensive infrastructure. Netlify detects changes to push to Git and triggers automated deployments. Netlify offers a powerful, customizable build environment. Publishing is seamless, with instant cache invalidation. It is designed to work together in a seamless git-based development workflow. You can run sites worldwide. Changes deploy automatically. Modern web projects can be published directly from your git repos. There is nothing to set up and no servers to maintain. Our CI/CD pipeline is designed for web developers and allows you to run automated builds with every git commit. With every push, generate a complete preview site. You can deploy atomically to our Edge, which is a global multi-cloud 'CDN with steroids' that optimizes performance for Jamstack apps and sites. Atomic deployments allow you to rollback at any moment.

Introducing DataGrip, a cutting-edge database integrated development environment designed specifically for the needs of SQL professionals. This tool allows for executing queries in various modes while maintaining a local history that safeguards your work by tracking all activities. Users can effortlessly navigate to any table, view, or procedure by name through specific actions or directly from their usages within SQL code. Additionally, DataGrip offers in-depth insights into the performance of your queries and the behavior of the database engine, enabling you to optimize your queries for better efficiency. With context-sensitive code completion, writing SQL becomes a faster process, as the feature is aware of the structure of tables, foreign keys, and database objects within the code you are currently working on. The IDE also identifies potential errors in your code and provides immediate suggestions for fixes, ensuring a smoother coding experience. Moreover, it promptly notifies you about any unresolved objects, utilizing keywords as identifiers while consistently offering solutions to rectify issues that arise. This combination of features makes DataGrip an invaluable tool for developers aiming to enhance their productivity and code quality.

Retool is a platform that enables developers to combine the benefits of traditional software development with a drag-and-drop editor and AI to build internal tools faster. Every tool can be deployed anywhere, debugged with your toolchain, and shared reliably at any scale—ensuring good software by default. Retool is used by industry leaders such as Amazon, American Express, and OpenAI for mission critical custom software across operations, billing, and customer support.

For a considerable duration, understanding project analytics was both challenging and labor-intensive, necessitating the export of data from various productivity platforms into spreadsheets. Screenful emerges as a solution that streamlines this cumbersome process by automating the manual tasks associated with analytics. With its impressive dashboards, tailored charts, and scheduled reports, you can effortlessly obtain any metrics you require at a moment’s notice. The platform allows you to monitor ongoing projects and recently resolved issues while also enabling you to track your story cycle time, average lead time, and identify any bottlenecks in the workflow. By keeping a close eye on waste, you can measure completed work against remaining tasks. Furthermore, it provides forecasts that are based on your team's past performance. Insights can be effortlessly shared using public or private links, or communicated via email or Slack on a personalized schedule. Screenful also facilitates the seamless integration of new tools and data sets into your analytics workflow. To create a custom chart, simply navigate to the Charts tab and select the option to add a new chart located in the upper right corner; this will open a modal displaying various chart templates. You have the flexibility to design a chart from scratch or to choose from a selection of predefined options, ensuring that your data visualization needs are met efficiently. This adaptability makes Screenful an essential tool for enhancing project management and analytics practices.

biGENIUS automates all phases of analytic data management solutions (e.g. data warehouses, data lakes and data marts. thereby allowing you to turn your data into a business as quickly and cost-effectively as possible. Your data analytics solutions will save you time, effort and money. Easy integration of new ideas and data into data analytics solutions. The metadata-driven approach allows you to take advantage of new technologies. Advancement of digitalization requires traditional data warehouses (DWH) as well as business intelligence systems to harness an increasing amount of data. Analytical data management is essential to support business decision making today. It must integrate new data sources, support new technologies, and deliver effective solutions faster than ever, ideally with limited resources.

Hackolade Studio is a comprehensive data modeling platform built for today’s complex and hybrid data ecosystems. Originally developed to address the lack of visual design tools for NoSQL databases, Hackolade has evolved into a multi-model solution that supports the broadest range of data technologies in the industry. The platform enables agile, iterative schema design and governance for both structured and semi-structured data, making it ideal for organizations working across traditional RDBMS, modern data warehouses, NoSQL stores, and streaming systems. Hackolade supports technologies such as Oracle, PostgreSQL, BigQuery, Databricks, Redshift, Snowflake, MongoDB, Cassandra, DynamoDB, Neo4j, Kafka (with Confluent Schema Registry), OpenAPI, GraphQL, and more. Beyond databases, Hackolade Studio offers robust capabilities for API modeling, supporting OpenAPI (Swagger) and GraphQL, as well as native modeling for data exchange formats like JSON Schema, Avro, Protobuf, Parquet, and YAML. It also integrates with metadata and data governance platforms like Unity Catalog and Collibra, making it a powerful enabler for organizations focused on data quality, lineage, and compliance. Key features include reverse and forward engineering, schema versioning, data type mapping, and team collaboration tools. Whether you're building data products, managing data contracts, or migrating between systems, Hackolade Studio provides a unified interface for modeling, documenting, and evolving your schemas. Hackolade is trusted by enterprises across finance, retail, healthcare, and telecom to align data architecture with real-world delivery. It’s an essential tool for teams implementing data mesh, data fabric, microservices, or API-first strategies.

Bipp's cloud BI platform, built on the innovative bippLang data modeling language, was crafted specifically for SQL and data analysts from its inception. It enhances productivity for teams, equipping businesses to make quicker and more informed decisions. The bippLang data modeling language simplifies SQL queries by enabling the creation of reusable, intricate data models that incorporate custom columns and dynamic sub-queries. With Git-based version control, analysts can work collaboratively, ensuring that all data models and SQL queries are consistently backed up. The always-free version provides access to a robust BI platform with professional support at no charge. In-database analytics eliminates the need to transfer data to another system, accelerating access and yielding real-time results. The auto-SQL generator intelligently utilizes defined joins in the data model to determine which tables to combine and dynamically generates sub-queries based on the context. Furthermore, the single source of truth data models guarantee that every individual in the organization relies on identical data for their business decisions, fostering consistency and reliability across the board. This comprehensive approach not only enhances collaboration but also solidifies the foundation for smarter strategic planning.

Prophecy expands accessibility for a wider range of users, including visual ETL developers and data analysts, by allowing them to easily create pipelines through a user-friendly point-and-click interface combined with a few SQL expressions. While utilizing the Low-Code designer to construct workflows, you simultaneously generate high-quality, easily readable code for Spark and Airflow, which is then seamlessly integrated into your Git repository. The platform comes equipped with a gem builder, enabling rapid development and deployment of custom frameworks, such as those for data quality, encryption, and additional sources and targets that enhance the existing capabilities. Furthermore, Prophecy ensures that best practices and essential infrastructure are offered as managed services, simplifying your daily operations and overall experience. With Prophecy, you can achieve high-performance workflows that leverage the cloud's scalability and performance capabilities, ensuring that your projects run efficiently and effectively. This powerful combination of features makes it an invaluable tool for modern data workflows.

dbForge Source Control for SQL Server is a robust add-in for SQL Server Management Studio (SSMS) that integrates version control into the familiar interface. It streamlines database change management across your team, ensuring a consistent software environment. Key Features: - Extensive Source Control System Support: Compatible with Git (and GitHub), - - Perforce (P4), Mercurial, SourceGear Vault, Subversion (SVN), and more. - Simplified Database Linking: Use dedicated wizards to easily link databases to source control systems. - Development Workflow Support: Accommodates both shared and dedicated development workflows. - Visual Source Control Management: Easily commit changes, roll back modifications, and resolve conflicts visually. - Enhanced Commit Functions: Include comments and highlight differences for better clarity. - Change History Access: Review the history of changes at any time. The user-friendly interface of dbForge Source Control ensures quick adoption and allows users to perform essential tasks directly within SSMS. This integration enhances processes, aiding database developers and managers in implementing effective DevOps practices for more efficient and accurate product delivery.

Dolt integrates version control capabilities akin to Git directly into your SQL database tables, allowing you to commit, branch, merge, clone, pull, and push both your data and schema effortlessly. With a user-friendly interface, you can query your data and investigate its history based on specific points in time, commits, branches, or tags. This innovative solution introduces a unique type of replica that can be incorporated into an existing MySQL setup without the need for migration. Furthermore, it provides a comprehensive audit log for every individual cell, enabling time travel capabilities and branch management for development purposes on the replica. This makes it easier than ever to track changes and collaborate on database projects, ensuring a seamless workflow for developers.

The Stackable data platform was crafted with a focus on flexibility and openness. It offers a carefully selected range of top-notch open source data applications, including Apache Kafka, Apache Druid, Trino, and Apache Spark. Unlike many competitors that either promote their proprietary solutions or enhance vendor dependence, Stackable embraces a more innovative strategy. All data applications are designed to integrate effortlessly and can be added or removed with remarkable speed. Built on Kubernetes, it is capable of operating in any environment, whether on-premises or in the cloud. To initiate your first Stackable data platform, all you require is stackablectl along with a Kubernetes cluster. In just a few minutes, you will be poised to begin working with your data. You can set up your one-line startup command right here. Much like kubectl, stackablectl is tailored for seamless interaction with the Stackable Data Platform. Utilize this command line tool for deploying and managing stackable data applications on Kubernetes. With stackablectl, you have the ability to create, delete, and update components efficiently, ensuring a smooth operational experience for your data management needs. The versatility and ease of use make it an excellent choice for developers and data engineers alike.

Inventale Custom Projects is a UAE-based software development company specializing in unique machine learning and AI-based projects. Combination of software product and project development is our key competitive advantage, that distinguishes us among other companies. We have been helping both market leaders and small businesses and ambitious startups from the USA, the UK, Europe, UAE for over a decade. Inventale has: - an extensive experience in working with major global companies, market leaders, and ambitious startups from the USA, the UK, Europe, and MENA Region; - 20+ clients worldwide, including Majid Al Futtaim, GEMS Education, Central Bank of the UAE, Porsche UAE, Builders, Backlite, Dragoman, B2 Connect, PubMatic, CreativeCo Studio, IQ Data, Convidi, Maxifier, Maxifier, Rambler&Co, Maxima Telecom, CTC Media. - 40+ enthusiastic professionals ready to bring your ideas to life.

AI teams encounter obstacles that necessitate the development of innovative technologies, which we specialize in creating. Traditional data warehouses and lakes struggle to accommodate unstructured data types such as text, images, and videos. Our approach integrates AI with software development, specifically designed for data scientists, machine learning engineers, and data engineers alike. Instead of reinventing existing solutions, we provide a swift and cost-effective route to bring your projects into production. Your data remains securely stored under your control, and model training occurs on your own infrastructure. By addressing the limitations of current data handling methods, we ensure that AI teams can effectively meet their challenges. Our Studio functions as an extension of platforms like GitHub, GitLab, or BitBucket, allowing seamless integration. You can choose to sign up for our online SaaS version or reach out for an on-premise installation tailored to your needs. This flexibility allows organizations of all sizes to adopt our solutions effectively.

Effortlessly branch, review, and merge your data while enjoying the benefits of complete historical tracking and recoverability. Maintain synchronization between your code and data to ensure consistent development and reliable reproducibility. Centralize the automation of reports, access audits, and metadata management for ease of use across your team. XetHub is perfectly suited for groups already utilizing Git for code management who wish to harness the advantages of infinite history, pull requests, and difference-based tracking for larger assets like datasets or media files. By employing familiar Git workflows, managing entire projects becomes straightforward, simplifying change tracking and facilitating continuous integration, particularly for processes that generate or enhance assets through code. This approach not only improves collaboration but also enhances overall project efficiency.

ProxySQL is engineered with a sophisticated multi-core framework that can handle hundreds of thousands of simultaneous connections while efficiently multiplexing them across numerous servers. It offers sharding capabilities based on user, schema, or table through its sophisticated query rule engine or customizable plugins. The development team is relieved from the need to alter queries generated by Object-Relational Mappers (ORMs) or packaged applications, as ProxySQL's dynamic query rewriting feature can adjust SQL statements as needed. The term "battle-tested" barely captures its resilience; ProxySQL has proven itself in the most demanding conditions. With performance as its core focus, the metrics speak for themselves. As an open-source, high-performance, and highly available proxy for MySQL and PostgreSQL, ProxySQL serves as a powerful SQL proxy solution, acting as a crucial intermediary between database clients and servers. This extensive array of features is designed to enhance and simplify database operations, ultimately allowing organizations to maximize their database infrastructure's effectiveness. The capabilities of ProxySQL ensure that organizations can achieve unparalleled efficiency and reliability in their database management tasks.

SQL Connect is a powerful desktop SQL development tool tailored for Oracle Cloud applications, providing an extensive array of features that streamline data management and querying processes. Users benefit from instant access to Oracle ERP, SCM, and HCM Pods, which facilitates the execution of spontaneous SQL queries, the exploration of database objects, and the ability to export results in CSV or Excel formats. The tool also boasts background query execution, which enables long-running queries to be handled seamlessly without disrupting the user's ongoing tasks. Furthermore, SQL Connect incorporates IntelliSense for enhanced code completion, a SQL Minimap for easy navigation through scripts, and Git integration that supports version control and collaborative efforts among developers. Oracle Cloud Role access ensures that the tool maintains a high level of security. This robust SQL IDE caters to a diverse range of users, including individuals, contractors, developers, consultants, and Oracle Cloud specialists, all of whom are looking for an efficient solution to work within Oracle Cloud environments. Ultimately, SQL Connect stands out as an essential tool for anyone aiming to optimize their SQL development experience.

Combine data silos effortlessly using Azure Data Factory, a versatile service designed to meet diverse data integration requirements for users of all expertise levels. You can easily create both ETL and ELT workflows without any coding through its user-friendly visual interface, or opt to write custom code if you prefer. The platform supports the seamless integration of data sources with over 90 pre-built, hassle-free connectors, all at no extra cost. With a focus on your data, this serverless integration service manages everything else for you. Azure Data Factory serves as a robust layer for data integration and transformation, facilitating your digital transformation goals. Furthermore, it empowers independent software vendors (ISVs) to enhance their SaaS applications by incorporating integrated hybrid data, enabling them to provide more impactful, data-driven user experiences. By utilizing pre-built connectors and scalable integration capabilities, you can concentrate on enhancing user satisfaction while Azure Data Factory efficiently handles the backend processes, ultimately streamlining your data management efforts.

A comprehensive data design solution allows for the exploration, modeling, connection, standardization, and integration of various data assets scattered across the organization. IBM InfoSphere® Data Architect serves as a collaborative tool for enterprise data modeling and design, streamlining integration efforts for business intelligence, master data management, and service-oriented architecture projects. This solution facilitates collaboration with users throughout the entire data design journey, encompassing project management, application design, and data design phases. It aids in aligning processes, services, applications, and data architectures seamlessly. With features that support straightforward warehouse design, dimensional modeling, and effective change management, it significantly shortens development time while equipping users to design and oversee warehouses based on an enterprise logical model. Additionally, the implementation of time-stamped, column-organized tables enhances the comprehension of data assets, leading to improved efficiency and faster time to market. Ultimately, this tool empowers organizations to harness their data more effectively, driving better decision-making processes.

Creating and overseeing a thoroughly documented data project requires significant time and extensive manual coding, but that is no longer the case. We are confident in our ability to help you improve data transformation efficiency, and we can back that promise with results. Our column-aware architecture facilitates the reuse of data patterns and efficient change management on a large scale. By enhancing visibility around change management and impact analysis, we ensure safer and more predictable data operations. Coalesce offers specially curated packages containing best-practice templates that can automatically generate native-SQL for Snowflake™. If you have specific requirements, rest assured that our templates are fully customizable to suit your needs. Navigating through your data pipeline is a breeze with Coalesce, as every screen and button has been thoughtfully designed for easy access to all necessary tools. With Coalesce, your data team gains enhanced control over projects, allowing for features like side-by-side code comparison and immediate visibility into project and audit histories. Additionally, we guarantee that table-level and column-level lineage information is continuously updated and readily available, ensuring that your data remains accurate and reliable. Ultimately, Coalesce empowers your team to optimize workflows and focus on delivering insights rather than getting bogged down in administrative tasks.

OpsHub Integration Manager (OIM) is designed to enable the synchronization of data across more than 50 tools within the ALM ecosystem. It features a user-friendly interface that simplifies the integration configuration process for users. The platform is engineered for resilience, ensuring that data consistency is maintained across all integrated systems. Organizations with diverse IT environments require agile integration solutions that can accelerate their entire value stream while supporting their journey toward digital transformation. In today's rapidly changing digital marketplace, it is increasingly important to streamline processes and maintain connectivity at every stage of operations. By choosing OpsHub, businesses benefit from an enterprise-level integration solution that has successfully enhanced clients’ value streams for over 20 years, positioning them for sustained success and growth. This long-standing expertise allows organizations to adapt swiftly to changes and capitalize on new opportunities in their respective industries.