Best Application Development Software for StarfishETL

Your operations can be transformed by delivering workflows and real-time visibility so that your teams can keep up with the pace of change. To drive deeper insight and automation across complex systems and processes, extend and connect data, processes and workflows. Rapidly adapt your operations to meet new opportunities and to address potential risks. You can tailor workflows to meet the changing needs of your employees. In days, not weeks, create new workflows that respond to new challenges and support new ways to work. Connect, govern, and continuously improve an ecosystem of digital solutions that you can use to secure your most important data and processes. Transform how your data is used, and empower your employees to provide real-time insights using one unified platform. Unlock the potential of your team. Quickbase is now available.

Trusted by over 25 million users worldwide, Jotform is an all-in-one platform that simplifies data collection, workflow automation, and online sales, all without coding. With Jotform’s drag-and-drop Form Builder, businesses can create customized forms and surveys to collect leads, contact information, payments, appointments, and e-signatures with ease. Choose from over 10,000 templates for everything from feedback surveys to registration forms, or build your own from scratch. Jotform's advanced features, such as conditional logic, autoresponders, and over 200 integrations, further streamline processes. In addition, Jotform's AI-powered Agents offer real-time customer support by guiding users through the form submission process, answering questions, and ensuring a smooth experience, all while reducing the need for manual intervention. With Jotform’s Store Builder, you can also set up an online store, sell products, services, and subscriptions, collect donations, and receive payments through 30+ supported payment gateways. Finally, Jotform’s tools like Approvals, PDF Editor, and Report Builder help businesses transform collected data into actionable insights and automate workflows for even greater efficiency.

Odoo is an open-source, fully customizable and extensible software that includes hundreds of professionally designed business applications. Odoo's intuitive database can meet most business needs including CRM, Sales, Projects, Manufacturing, Inventory, Accounting, and Accounting. Odoo is a software solution that can be used to meet all company needs, regardless of size or budget. Odoo's seamless design makes it easy for businesses to become more efficient and save time. Each module is interconnected to offer a seamless experience from one app to the next. Users can automate many tasks that would otherwise require manual inputs to multiple applications. Odoo enables teams to collaborate with each other from one platform, allowing them to keep all business functions in one place.

Grafana Labs delivers the leading AI-powered observability platform, built around Grafana—the most widely adopted open source technology for dashboards and visualization. Recognized as a Leader in the 2025 Gartner® Magic Quadrant™ for Observability Platforms, Grafana Labs supports more than 25 million users and thousands of organizations worldwide, from startups to Fortune 500 enterprises. Grafana Cloud is the open observability cloud, designed to help engineering teams observe everything and solve anything. Built on open source, open standards, and open ecosystems, it unifies metrics, logs, traces, and profiles in a single platform for full-stack visibility across applications, infrastructure, and digital experiences. At the core is the open-source LGTM stack: Grafana for dashboards and visualization, Mimir for metrics, Loki for logs, and Tempo for distributed tracing. Native OpenTelemetry and Prometheus support allow teams to ingest telemetry from virtually any environment, while hundreds of integrations connect existing tools and data sources without costly rip-and-replace migrations. Grafana Cloud combines powerful analytics with AI-driven observability. Grafana Assistant helps engineers investigate issues, explore telemetry, and troubleshoot faster. Adaptive Telemetry identifies the data that matters most and aggregates the rest, helping organizations reduce telemetry costs while preserving valuable insights . With solutions for Kubernetes monitoring, application observability, digital experience monitoring, incident response, synthetic monitoring, and performance testing, Grafana Cloud delivers a complete observability platform that scales with your business.

Creatio is a global vendor of an agentic AI-native no-code platform designed to automate workflows and CRM with a maximum degree of freedom. Powered by intuitive no-code development, visual process design, and embedded AI, the Creatio platform enables organizations to build and evolve applications of any complexity and scale—supporting both structured and unstructured workflows, advanced analytics, and flexible dashboards. By empowering business users alongside IT, Creatio reduces application development time by up to 10× and accelerates time-to-value. At the core of the platform are AI agents that can understand context, analyze data, make decisions, and execute tasks across end-to-end workflows. This agentic approach allows organizations to automate entire business processes, not just individual tasks—driving efficiency, agility, and measurable business outcomes. Creatio also provides a rich marketplace of pre-built applications, connectors, and industry-specific solutions, enabling rapid deployment and continuous innovation. Built on a modern, AI-native architecture, the platform ensures seamless integration and adaptability within any digital ecosystem. Creatio CRM is a full-featured suite for marketing, sales, and service automation, unified on the same agentic no-code platform with embedded AI agents. Organizations can deploy it as a complete CRM suite or as modular solutions, gaining the flexibility to scale while maintaining a single, intelligent system of engagement.

GitHub stands as the leading platform for developers globally, renowned for its security, scalability, and community appreciation. By joining the ranks of millions of developers and businesses, you can contribute to the software that drives the world forward. Collaborate within the most inventive communities, all while utilizing our top-tier tools, support, and services. If you're overseeing various contributors, take advantage of our free GitHub Team for Open Source option. Additionally, GitHub Sponsors is available to assist in financing your projects. We're thrilled to announce the return of The Pack, where we’ve teamed up to provide students and educators with complimentary access to premier developer tools throughout the academic year and beyond. Furthermore, if you work for a recognized nonprofit, association, or a 501(c)(3), we offer a discounted Organization account to support your mission. With these offerings, GitHub continues to empower diverse users in their software development journeys.

Use the language you already love to prototype ideas quickly, develop production-ready communications applications, and run serverless applications on one API-powered platform. Twilio is a single fully-programmable platform with flexible APIs for any channel, built-in intelligence, and global infrastructure to support you at scale. Quickly integrate powerful APIs to start building solutions for SMS and WhatsApp messaging, voice, video, and email. Browse documentation and SDKs in multiple coding languages, including Ruby, Python, PHP, Node.js, java, and C#, or jumpstart your first project with our open source code templates to quickly build production-ready communications apps. Consult our community of over 9 million developers for guidance and inspiration on your next project. Sign up and start building today.

Confluence by Atlassian, a leading content collaboration tool for modern teams, is Confluence. It allows teams to collaborate, create, and share projects in one place. They can also easily publish and access company information and capture, store, and grow their knowledge. Confluence can also be used on mobile devices, allowing teams to track and give feedback, and keep in touch regardless of where they are.

Not a coder? Not a problem. Kintone's visual application builder lets you drag and drop your way to custom enterprise apps that do exactly what you need. You can start from scratch or customize a pre-built app template. Collaborate with your team to build, test, and improve your app until you find your perfect workflow process.

SQLite is a C-language library that offers a compact, efficient, and reliable SQL database engine that is fully featured. Recognized as the most popular database engine globally, SQLite is embedded in every mobile device and the majority of computers, while also being included in a myriad of applications that are used daily by individuals. Operating as an in-process library, SQLite provides a self-sufficient, serverless, and zero-configuration transactional SQL database engine. The source code of SQLite resides in the public domain, making it available for anyone to use freely, whether for commercial or personal purposes. With its extensive deployment and integration into numerous applications, SQLite stands out as an invaluable tool for developers in various high-profile projects. Its versatility and ease of use contribute to its unmatched popularity in the database landscape.

Zoho Creator is an all-in-one low-code application development software that is designed to help businesses digitize their operations without the hassle of traditional development. More than 13,000 businesses with an excess of 7 million users around the world trust us to be their technology partner and you can also start your custom application journey today.

Aha! is software for product builders. More than 1 million product teams use Aha! to connect customer insight, strategy, and delivery in one place. The Aha! product suite supports the full product lifecycle. Teams can define goals and roadmaps, run customer interviews, collect and evaluate ideas, explore concepts visually, manage development work, and share product knowledge across the organization. Each product serves a clear purpose: Aha! Roadmaps is the complete product management solution — set strategy, prioritize features, and share visual plans. Aha! Discovery is the new way to manage customer interviews — centralize meeting transcripts, uncover key product insights, and link them to your roadmap. Aha! Ideas is the comprehensive idea management solution — crowdsource feedback, engage your community, and prioritize what drives revenue. Aha! Whiteboards is the visual space for product innovation — define user flows, create mockups, and collaborate on roadmaps. Aha! Builder is the fastest way to create trusted business applications — for product managers who know what is needed and are bold enough to develop them with an AI assistant. Aha! Develop is the agile tool that links strategy to delivery — for technical leaders who want to ensure product and engineering work well together. Aha! Teamwork is the flexible project management tool — choose how you work, manage all tasks, and stay aligned with strategic plans. Aha! Knowledge is the product information hub — craft documents, add visuals, and share everything in a central place. Aha! Academy is the best way to learn about product management and Aha! software. Get certified and be recognized as an expert.

Bird, previously known as MessageBird, represents the future of CRM tailored for Marketing, Sales, and Payments, facilitating more than 5 trillion messages each year across platforms like Email, SMS, and WhatsApp. Top brands efficiently enhance their growth through Bird by engaging in tailored interactions across these channels. Innovative organizations around the globe utilize Bird's robust applications and APIs to create effective communication solutions. Start your journey today and connect with your customers seamlessly across various channels, catering to diverse use cases regardless of location. You can send marketing messages, push notifications, order confirmations, delivery updates, and much more. If operational challenges are hindering your growth, leverage automated conversations and workflows to gather essential information upfront, minimize manual tasks, establish self-service options, and direct chats to the appropriate agents. With our dependable, auto-scaling APIs, you can quickly get started with extensive documentation, comprehensive API references, and user-friendly SDKs at your disposal. Experience the power of streamlined communication and watch your business thrive.

Optimizely is the global leader in Progressive Delivery and Experimentation. It empowers leading companies to test and deliver new features and experiences to their customers. It takes data-driven decisions, continuous experimentation, and constant innovation to create digital experiences that transform companies. Optimizely One will help you unlock your digital potential. It is essential to create human-centered digital experiences. Find out how to eliminate guesswork and make every interaction actionable. Commerce in the digital age goes beyond products, catalogs, and transactions. Selling online is about telling stories, evoking emotions and building trust. You don't owe anyone their business. Instead, you must earn it with each interaction.

Microsoft SQL Server 2019 incorporates both intelligence and security, providing users with added features at no additional cost while ensuring top-tier performance and adaptability for on-premises requirements. You can seamlessly transition to the cloud, taking full advantage of its efficiency and agility without the need to alter your existing code. By leveraging Azure, you can accelerate insight generation and predictive analytics. Development is flexible, allowing you to utilize your preferred technologies, including open-source options, supported by Microsoft's advancements. The platform enables easy data integration into your applications and offers a comprehensive suite of cognitive services that facilitate the creation of human-like intelligence, regardless of data volume. The integration of AI is intrinsic to the data platform, allowing for quicker insight extraction from both on-premises and cloud-stored data. By combining your unique enterprise data with global data, you can foster an organization that is driven by intelligence. The dynamic data platform provides a consistent user experience across various environments, expediting the time it takes to bring innovations to market; this allows you to develop your applications and deploy them in any environment you choose, enhancing overall operational efficiency.

Bugsnag provides comprehensive monitoring of application stability, empowering teams to make informed choices about whether to prioritize the development of new features or to address existing bugs. As a robust full-stack stability monitoring solution tailored for mobile applications, it offers advanced diagnostics that enable you to replicate any error effectively. With a user-friendly interface, you can manage all your applications seamlessly from a single dashboard. Bugsnag serves as a crucial metric for assessing app health, facilitating communication between product and engineering teams. Not every bug requires immediate attention, allowing you to concentrate on those that significantly impact your business. Its extensible libraries come with well-considered defaults and a plethora of customization options. Additionally, the team comprises subject matter experts who are genuinely invested in minimizing errors and ensuring the overall health of your applications, making Bugsnag an invaluable asset for developers.

Manage APIs seamlessly across both cloud environments and on-premises systems: Alongside Azure, implement API gateways in conjunction with APIs hosted in various cloud platforms and local servers to enhance the flow of API traffic. Ensure that you meet security and compliance standards while benefiting from a cohesive management experience and comprehensive visibility over all internal and external APIs. Accelerate your operations with integrated API management: Modern enterprises are increasingly leveraging API architectures to foster growth. Simplify your processes within hybrid and multi-cloud settings by utilizing a centralized platform for overseeing all your APIs. Safeguard your resources effectively: Choose to selectively share data and services with employees, partners, and clients by enforcing authentication, authorization, and usage restrictions to maintain control over access. By doing so, you can ensure that your systems remain secure while still allowing for collaboration and efficient interaction.

Elastic is a search company. Elasticsearch, Kibana Beats, Logstash, and Elasticsearch are the founders of the ElasticStack. These SaaS offerings allow data to be used in real-time and at scale for analytics, security, search, logging, security, and search. Elastic has over 100,000 members in 45 countries. Elastic's products have been downloaded more than 400 million times since their initial release. Today, thousands of organizations including Cisco, eBay and Dell, Goldman Sachs and Groupon, HP and Microsoft, as well as Netflix, Uber, Verizon and Yelp use Elastic Stack and Elastic Cloud to power mission critical systems that generate new revenue opportunities and huge cost savings. Elastic is headquartered in Amsterdam, The Netherlands and Mountain View, California. It has more than 1,000 employees in over 35 countries.

SingleStore, previously known as MemSQL, is a highly scalable and distributed SQL database that can operate in any environment. It is designed to provide exceptional performance for both transactional and analytical tasks while utilizing well-known relational models. This database supports continuous data ingestion, enabling operational analytics critical for frontline business activities. With the capacity to handle millions of events each second, SingleStore ensures ACID transactions and allows for the simultaneous analysis of vast amounts of data across various formats, including relational SQL, JSON, geospatial, and full-text search. It excels in data ingestion performance at scale and incorporates built-in batch loading alongside real-time data pipelines. Leveraging ANSI SQL, SingleStore offers rapid query responses for both current and historical data, facilitating ad hoc analysis through business intelligence tools. Additionally, it empowers users to execute machine learning algorithms for immediate scoring and conduct geoanalytic queries in real-time, thereby enhancing decision-making processes. Furthermore, its versatility makes it a strong choice for organizations looking to derive insights from diverse data types efficiently.

Azure DevOps is a powerful, end-to-end software development platform designed to help teams deliver value faster by providing agile planning, collaborative coding, automated testing, and continuous deployment capabilities. The platform includes Azure Boards for managing work items with customizable Kanban boards and backlogs, Azure Pipelines to automate builds and deployments across any language or cloud, and Azure Repos offering unlimited private Git repositories. Integration with GitHub Copilot further accelerates coding and testing by using AI to suggest and generate code snippets. Azure Test Plans enable manual and exploratory testing to ensure high-quality software releases. Security is deeply embedded across the platform with over 100 compliance certifications and dedicated security experts. Additionally, Azure DevOps supports managed DevOps agent pools to optimize cost and performance. Major enterprises worldwide rely on Azure DevOps to streamline workflows and scale development efforts. The platform is flexible, scalable, and built to support innovation while keeping development secure.

Apache Kafka® is a robust, open-source platform designed for distributed streaming. It can scale production environments to accommodate up to a thousand brokers, handling trillions of messages daily and managing petabytes of data with hundreds of thousands of partitions. The system allows for elastic growth and reduction of both storage and processing capabilities. Furthermore, it enables efficient cluster expansion across availability zones or facilitates the interconnection of distinct clusters across various geographic locations. Users can process event streams through features such as joins, aggregations, filters, transformations, and more, all while utilizing event-time and exactly-once processing guarantees. Kafka's built-in Connect interface seamlessly integrates with a wide range of event sources and sinks, including Postgres, JMS, Elasticsearch, AWS S3, among others. Additionally, developers can read, write, and manipulate event streams using a diverse selection of programming languages, enhancing the platform's versatility and accessibility. This extensive support for various integrations and programming environments makes Kafka a powerful tool for modern data architectures.

Mouseflow is a platform for behavior analytics. It's used by Product, Marketing, UX Design, Analytics teams to ensure high conversion rates and a great website experience. Mouseflow allows you to see your users' eyes through session recordings. You can also understand what is most important to them with heatmaps. Mouseflow is an innovative platform on the market that uses automatic friction detection to let you know which recordings you want to watch and avoid sampling across plans. Heatmaps can be created for all pages. You can filter them using multiple parameters.

Effortlessly link your product to hotel data in just a few minutes by securely accessing and updating various hotel systems through a robust and well-documented JSON API. With the ability to connect your application to our Test Hotel almost instantly, you can start integrating with real hotels within days rather than weeks. Utilizing a single, easy-to-navigate universal REST API, Impala interfaces with numerous hotel systems, ensuring that you have a streamlined connection. Our platform is designed with bank-level security, complies fully with GDPR regulations, and is hosted across multiple geographic locations for enhanced reliability. Impala is poised to be the ultimate integration solution for property management systems, relieving you of the need to manage multiple connections. As we continuously expand our network of hotel systems, your business can reach an increasingly diverse array of hotels each month. Recognizing the importance of comprehensive data in modern hotel technology, Impala ensures seamless two-way data exchange, whether you need to access guest details, process a new transaction, or get updates on rate adjustments. With Impala, you can enjoy peace of mind knowing that all your hotel data needs are met efficiently and securely.

Codat helps their clients build deeper connections with business customers. We offer products that make it easy to access, synchronize and interpret data from customers’ financial software for specific use cases, such as onboarding suppliers to commercial card programs and underwriting business loans. The depth of specialization and expertise that runs through our products and service enables our clients to more effectively grow share of wallet, reduce churn and scale operations.

The LaunchDarkly feature management platform allows users to dynamically control which application features are accessible to their audience. By leveraging feature management, contemporary development and operations teams can enhance their speed and handle more development cycles effectively. This approach is regarded as a best practice, enabling engineering teams of various sizes to deploy code continuously while giving business teams the authority to manage the user experience. With the LaunchDarkly platform, top teams can mitigate risks and actualize their concepts from the very start. Accelerate your software delivery process by decoupling code deployments from feature launches, allowing for deployment at your discretion and feature releases when you’re fully prepared. By utilizing feature flags, you can minimize the cost of errors when introducing new features or updating systems. Additionally, you can oversee and adjust your features in real-time, ensuring that you test comprehensive functionalities rather than just superficial adjustments. This level of control ultimately leads to a more efficient and responsive development cycle.