Top Interplay Alternatives

TeamDesk stands out as a premier low-code platform renowned for enabling users to effortlessly create robust web-based databases without any coding expertise required. Recognized by TechRadar as the top database platform of the year, TeamDesk offers innovative features, including Artificial Intelligence and ready-made solutions that facilitate swift online database development. Entrepreneurs and citizen developers can leverage AI capabilities to design tailored databases that align perfectly with their industry-specific workflows, enhancing the organization of business information. The online database software from TeamDesk is designed to be fully scalable and customizable, effectively addressing the dynamic needs of its customers. TeamDesk's offerings include integration with AI, API access, web hooks, and Zapier compatibility, along with unlimited data storage and the ability to create as many records and tables as necessary, all provided for a low flat fee. Additionally, users benefit from a complimentary trial period and unlimited support at no extra cost. Catering to businesses of all sizes, from small startups to large enterprises, TeamDesk ensures that scalability is a fundamental aspect of its service, allowing businesses to grow and adapt to new models seamlessly. Moreover, the Enterprise Edition comes equipped with features such as custom domain support, white labeling, SSO via SAML2, and centralized security management for unlimited databases, ensuring comprehensive solutions for complex business needs. Through its extensive capabilities, TeamDesk empowers organizations to navigate the complexities of data management with ease and efficiency.

MindCloud serves as a contemporary iPaaS and offers a comprehensive service solution tailored for small to medium-sized enterprises, allowing you to manage projects without the need for dedicated technical personnel. With an extensive library of over 50 pre-built connectors, we can also incorporate any new software platform equipped with an API or supports automated data imports and exports. In addition, we facilitate EDI and FTP integrations to enhance connectivity. Notable connectors include Salesforce, Monday.com, Hubspot, QuickBooks Desktop, QuickBooks Online, Method:CRM, Zapier, Walmart, Amazon, Overstock, eBay, Groupon, Mercado Libre, HSN, Airtable, Google Sheets, and a wide array of others. MindCloud empowers you to automate all your business processes effectively, thereby eradicating the need for redundant data entry. By integrating your business operations, you can streamline your workflow and improve your overall productivity, making your life easier in the process.

Alpha Anywhere provides a unique low-code/no-code platform designed to empower users from various organizations to create secure, data-driven applications that deliver exceptional user experiences. This low-code software streamlines the development process for cross-platform applications, enabling seamless integration with established systems and workflows, as well as offline functionality. Users can ensure data accuracy by validating entries against both offline and online databases, while also being able to automate communications through email and SMS notifications, generate tailored reports, and enhance security or authentication measures to safeguard sensitive information. Notable features of the platform include strong offline support, extensive data integration capabilities through APIs, and comprehensive full-stack development options. Additionally, it offers pre-designed app templates and a wealth of resources such as a detailed knowledge base, instructional videos, and tutorials to aid users in utilizing advanced functionalities. To facilitate rapid digital transformation, Alpha TransForm, the no-code app creator, empowers users without programming experience to convert paper forms into digital formats swiftly. This tool enables the creation of mobile forms in a matter of minutes and boasts a robust data analytics component. Users can design and develop unlimited applications at no cost, only incurring expenses when they choose to deploy their app, making it an accessible option for businesses of all sizes. Ultimately, Alpha Anywhere's innovative features position it as a leading solution in the low-code/no-code development space.

The Alpha Transform no-code app development platform allows both business users and developers to efficiently convert any paper form or manual workflow into a functional mobile application within minutes. Business users can leverage the full potential of smartphone features to effortlessly create data collection applications. Meanwhile, power users and developers have the flexibility to enhance their apps with advanced functionalities tailored for field service and dispatch purposes through the platform's proprietary programming language. Additionally, it offers robust integration options and offline capabilities right out of the box, making it a highly versatile choice. A free trial is also offered for those interested in exploring its features. Alpha Software accelerates the app development process with the unique combination of its no-code (Alpha Transform) and low-code (Alpha Anywhere) environments, setting it apart in the marketplace. Customers consistently rate the technology with 5-star reviews on independent product review sites, and it has earned accolades such as the InfoWorld Technology of the Year award, showcasing its effectiveness and popularity among users. Thus, businesses seeking to streamline their app development can find an exceptional solution in Alpha Software's offerings.

Kissflow is a user-friendly, low-code platform designed specifically for creating custom applications that cater to business needs. It enables both process owners and IT developers to automate workflows effectively, allowing them to construct processes and applications that enhance internal business operations. Additionally, Kissflow streamlines collaboration between teams, making it easier to adapt to changing operational requirements.

Efficiently handle unstructured data to rapidly create AI solutions. Dataloop presents an enterprise-level data platform featuring vision AI that serves as a comprehensive resource for constructing and implementing robust data pipelines tailored for computer vision. It streamlines data labeling, automates operational processes, customizes production workflows, and integrates human oversight for data validation. Our objective is to ensure that machine-learning-driven systems are both cost-effective and widely accessible. Investigate and interpret vast amounts of unstructured data from various origins. Leverage automated preprocessing techniques to discover similar datasets and pinpoint the information you need. Organize, version, sanitize, and direct data to its intended destinations, facilitating the development of outstanding AI applications while enhancing collaboration and efficiency in the process.

EdgeReady Cloud serves as a cloud-native platform designed for swift application development. It provides the capability to create robust, always-accessible, self-managing applications that function seamlessly with or without internet connectivity. Pillir's EdgeReady Cloud stands out as a low-code rapid application development (RAD) solution, empowering organizations to channel their efforts into innovation rather than routine maintenance, thereby significantly reducing total cost of ownership (TCO) and enhancing return on investment (ROI) through efficient low-code tools for intricate business systems. This platform enables businesses of various sizes and sectors to accelerate their market entry and foster innovation via custom, low-code applications tailored to their specific needs. Additionally, EdgeReady Cloud boasts pre-configured integrations with popular ERP and database systems such as SAP, Oracle, and Microsoft Dynamics. As a result, many clients leverage EdgeReady Cloud for the modernization and digital transformation of their complex business processes, making it a vital asset in today’s competitive landscape. Ultimately, this platform not only facilitates development but also positions companies for long-term success in an evolving market.

Kianda serves as a no-code development platform that enables citizen developers, business professionals, and knowledge workers to spearhead their own digital transformation initiatives. You no longer need to endure lengthy waits of several months or even years to set up a new system; instead, you can now swiftly create and deploy applications and comprehensive business processes in a more efficient and budget-friendly manner than traditional coding. With no-code development, virtually any concept can be transformed into practical solutions. It allows you to effortlessly design user-friendly forms, processes, and reporting dashboards that seamlessly integrate with your current IT infrastructure. Defining No-Code Development, it has gained remarkable traction as businesses seek to shorten software development timelines and streamline the process. Such platforms empower users to concentrate on building business applications using pre-existing components, rules, and actions, rather than starting from ground zero, thereby revolutionizing the approach to software creation and deployment.

Clarifai stands out as a prominent AI platform adept at processing image, video, text, and audio data on a large scale. By integrating computer vision, natural language processing, and audio recognition, our platform serves as a robust foundation for developing superior, quicker, and more powerful AI applications. We empower both enterprises and public sector entities to convert their data into meaningful insights. Our innovative technology spans various sectors, including Defense, Retail, Manufacturing, and Media and Entertainment, among others. We assist our clients in crafting cutting-edge AI solutions tailored for applications such as visual search, content moderation, aerial surveillance, visual inspection, and intelligent document analysis. Established in 2013 by Matt Zeiler, Ph.D., Clarifai has consistently been a frontrunner in the realm of computer vision AI, earning recognition by clinching the top five positions in image classification at the prestigious 2013 ImageNet Challenge. With its headquarters located in Delaware, Clarifai continues to drive advancements in AI, supporting a wide array of industries in their digital transformation journeys.

Viso Suite is distinguished as the sole all-encompassing platform tailored for complete computer vision solutions from start to finish. It enables teams to efficiently train, develop, launch, and manage computer vision applications, eliminating the need to code from the ground up. By leveraging Viso Suite, organizations can build high-quality computer vision and real-time deep learning systems utilizing low-code solutions and automated software infrastructure. Traditional software development often involves fragmented tools and a lack of skilled engineers, which can deplete an organization's resources, resulting in ineffective, underperforming, and expensive computer vision systems. With Viso Suite, users can streamline and automate the entire application lifecycle, allowing for quicker enhancement and implementation of superior computer vision applications. Furthermore, Viso Suite supports the collection of data for computer vision annotation, automating the process of gathering high-quality training datasets efficiently. It also prioritizes secure data management while facilitating continuous data collection to consistently refine and improve AI models for enhanced performance. This comprehensive approach not only reduces costs but also empowers organizations to stay ahead in the competitive landscape of computer vision technology.

FortressIQ stands out as the leading process-intelligence platform in the industry, enabling organizations to interpret workflows and enhance user experiences. By merging cutting-edge computer vision with artificial intelligence, it offers unparalleled insights into processes. Its speed and precision far exceed what traditional techniques can achieve. The platform efficiently gathers process data from various systems, allowing businesses to gain a comprehensive understanding of their operations, as well as enhancing both employee and customer experiences across all processes. Founded in 2017, FortressIQ has garnered support from prominent investors, including Lightspeed Venture Partners, Boldstart Ventures, Comcast Ventures, and Eniac Ventures. It continuously detects inefficiencies and variations within processes, facilitating the identification of optimal pathways and expediting automation efforts. This capability positions FortressIQ as an essential tool for companies aiming to stay competitive in a rapidly evolving market.

V7 Darwin is an advanced platform for data labeling and training that aims to streamline and expedite the generation of high-quality datasets for machine learning applications. By utilizing AI-enhanced labeling alongside tools for annotating various media types, including images and videos, V7 enables teams to produce precise and uniform data annotations efficiently. The platform is equipped to handle intricate tasks such as segmentation and keypoint labeling, which helps organizations optimize their data preparation workflows and enhance the performance of their models. In addition, V7 Darwin promotes real-time collaboration and allows for customizable workflows, making it an excellent choice for both enterprises and research teams. This versatility ensures that users can adapt the platform to meet their specific project needs.

In challenging circumstances where data collection in real-world scenarios proves to be a complex task, we develop a wide range of comprehensive, fully-annotated image datasets. Our advanced procedural technology ensures the generation of top-tier, impartial, and accurately labeled synthetic datasets, which significantly enhance the performance of your computer vision models. With AI Verse, users gain complete authority over scene parameters, enabling precise adjustments to environments for boundless image generation opportunities, ultimately providing a significant advantage in the advancement of computer vision projects. Furthermore, this flexibility not only fosters creativity but also accelerates the development process, allowing teams to experiment with various scenarios to achieve optimal results.

Our platforms establish a dependable foundation for the creation, development, and execution of customized machine learning and artificial intelligence solutions. You can design applications for next-best actions that incorporate reinforcement-learning algorithms, allowing them to learn, adapt, and refine their processes over time. Furthermore, we offer bespoke deep learning vision models that continuously evolve to meet your distinct challenges. By utilizing advanced forecasting methods, you can effectively predict future trends. With our cloud-based tools, intelligent decision-making can be facilitated across your organization through seamless data monitoring and analysis. However, transitioning from experimental machine learning applications to stable and scalable platforms poses a considerable challenge for experienced data science and engineering teams. Strong ML effectively tackles this challenge by providing a robust suite of tools aimed at simplifying the management, deployment, and monitoring of your machine learning applications, thereby enhancing both efficiency and performance. This approach ensures your organization remains competitive in the fast-paced world of technology and innovation, fostering a culture of adaptability and growth. By embracing these solutions, you can empower your team to harness the full potential of AI and machine learning.

ClearML stands as a versatile open-source MLOps platform, streamlining the workflows of data scientists, machine learning engineers, and DevOps professionals by facilitating the creation, orchestration, and automation of machine learning processes on a large scale. Its cohesive and seamless end-to-end MLOps Suite empowers both users and clients to focus on crafting machine learning code while automating their operational workflows. Over 1,300 enterprises leverage ClearML to establish a highly reproducible framework for managing the entire lifecycle of AI models, encompassing everything from the discovery of product features to the deployment and monitoring of models in production. Users have the flexibility to utilize all available modules to form a comprehensive ecosystem or integrate their existing tools for immediate use. With trust from over 150,000 data scientists, data engineers, and machine learning engineers at Fortune 500 companies, innovative startups, and enterprises around the globe, ClearML is positioned as a leading solution in the MLOps landscape. The platform’s adaptability and extensive user base reflect its effectiveness in enhancing productivity and fostering innovation in machine learning initiatives.

Merge Data Science, Business Intelligence, and Data Management Abilities into a Unified, Self-Service Platform. Analance serves as a comprehensive platform that features a wide array of scalable and powerful tools, integrating Data Science, Advanced Analytics, Business Intelligence, and Data Management into one cohesive solution. This platform delivers essential analytical capabilities, ensuring that insights drawn from data are readily available to all users, maintaining consistent performance over time, and enabling businesses to achieve their goals seamlessly. With a strong emphasis on transforming quality data into precise forecasts, Analance equips both citizen data scientists and professional data scientists with ready-made algorithms alongside a customizable programming environment. Furthermore, its intuitive design makes it easier for organizations to harness the full potential of their data resources. Company Overview Ducen IT specializes in delivering advanced analytics, business intelligence, and data management solutions to Fortune 1000 companies through its innovative data science platform, Analance.

SKY ENGINE AI serves as a robust simulation and deep learning platform designed to produce fully annotated synthetic data and facilitate the large-scale training of AI computer vision algorithms. It is ingeniously built to procedurally generate an extensive range of highly balanced imagery featuring photorealistic environments and objects, while also offering sophisticated domain adaptation algorithms. This platform caters specifically to developers, including Data Scientists and ML/Software Engineers, who are engaged in computer vision projects across various industries. Moreover, SKY ENGINE AI creates a unique deep learning environment tailored for AI training in Virtual Reality, incorporating advanced sensor physics simulation and fusion techniques that enhance any computer vision application. The versatility and comprehensive features of this platform make it an invaluable resource for professionals looking to push the boundaries of AI technology.

IntelliSee serves as a continuous artificial intelligence risk mitigation system, functioning around the clock to identify and address potential threats before they materialize. By converting standard surveillance cameras into active instruments for risk management, IntelliSee ensures the safety of individuals, preserves reputation, and safeguards financial interests. Currently, many surveillance cameras remain unmonitored and are primarily used for incident documentation. Even when security personnel oversee these feeds, they often face the daunting task of managing numerous screens, which can lead to errors. IntelliSee offers a forward-thinking solution by superimposing its technology onto live surveillance footage, consistently analyzing it for any signs of danger. As soon as a potential threat is recognized, IntelliSee promptly informs you and your designated contacts, ensuring a swift response to any incident. This proactive approach not only enhances security but also fosters a safer environment overall.

Alfi, Inc. focuses on creating captivating digital advertising experiences in outdoor settings. By harnessing artificial intelligence and computer vision technologies, Alfi strives to produce advertisements that effectively connect with audiences. Their proprietary AI algorithm can discern subtle facial expressions and perceptual cues, enabling it to identify potential customers interested in particular products. Crucially, this automated system prioritizes user privacy, steering clear of tracking techniques, cookie storage, and identifiable personal information. Advertising agencies gain an advantage through access to real-time analytics, which provide valuable insights into interactive engagement, emotional reactions, and click-through rates, metrics that often remain unavailable to conventional outdoor advertisers. Committed to improving consumer interactions, Alfi utilizes AI and machine learning to capture insights into human behavior, which aids in delivering more tailored content and enriches the consumer journey. This forward-thinking strategy not only enhances advertising effectiveness but also positions Alfi as a frontrunner in the rapidly changing digital advertising arena, where innovation and consumer engagement are paramount.

We simplify the integration of advanced computer vision capabilities into your applications, devices, and workflows, allowing you to secure a formidable advantage over your competitors. By doing so, you'll transform how you operate and enhance your overall efficiency.

Microsoft Power Apps empowers individuals to swiftly craft and share low-code applications, enhancing organizational flexibility while addressing complex challenges. Teams can effortlessly develop and deploy applications using ready-to-use templates, benefiting from an intuitive drag-and-drop interface for rapid implementation. Continuous enhancements can be rolled out as needed, ensuring the apps evolve with the organization’s requirements. This platform enables everyone to create the applications they need, offering advanced features that were once exclusive to professional developers, such as integrated AI components. Additionally, professional developers can utilize Azure Functions and custom connectors to expand app functionalities and integrate with proprietary or on-premises systems. With a library of over 260 connectors, users can link their applications to a multitude of data sources seamlessly. The Common Data Service consolidates data into a single source of truth, facilitating the modernization of processes while allowing for tailored adjustments and extensions to Office 365, Dynamics 365, and other products. Ultimately, this capability fosters a culture of innovation by enabling users at all levels to engage in app development and customization.

SoundThinking's SafetySmart Platform merges AI-powered software with objective analytics to assist security teams in ensuring the wellbeing of both employees and visitors. With a strong reputation across over 250 agencies in the United States, this innovative platform incorporates discreet, unmanned weapons detection systems like SafePointe, designed to operate without interfering with medical devices, thereby enhancing user experiences in environments such as hospitals, corporate offices, hospitality venues, and educational institutions. Additionally, it complies with HIPAA and SOC 2 standards, underscoring its commitment to maintaining privacy and security protocols. SafetySmart effectively integrates with pre-existing systems to maximize technological resources, leading to improved safety and security measures. SoundThinking prioritizes privacy by meticulously designing its technology, operational processes, and regulatory policies to align with established safety and security standards, all while safeguarding personal data. As a result, users can have confidence in the system not only for its safety capabilities but also for its commitment to protecting their privacy rights. This comprehensive approach to security sets a high standard in the industry, making SafetySmart a leader in its field.

JMango360 enables businesses to significantly improve their brand visibility and increase mobile sales by offering an award-winning eCommerce application. Our intuitive low-code platform is intentionally crafted to reduce the expenses often associated with custom app development. In as little as 30 days, you can launch a stunning application for both iOS and Android, or opt for a progressive web app, all with a convenient monthly subscription plan. Serving as a holistic solution, JMango360 acts as your essential ally in enhancing mobile performance. Our robust open SaaS architecture allows you to avoid the hefty costs linked to custom development, enabling us to deliver a high-quality mobile app that reflects your brand identity in mere weeks. What sets us apart in the market is our commitment to providing comprehensive app marketing support, ensuring your launch is a resounding success. As users dedicate 90% of their mobile engagement to apps, the need for quick, smooth, and visually appealing app interactions has never been more critical. Elevate your mobile platform into a primary source of revenue through engaging push notifications and features that promote customer retention. In the current landscape, customers expect a seamless and cohesive mobile experience in B2B contexts, similar to what they are accustomed to as consumers. Bridging this gap between consumer and business expectations is essential for thriving in the mobile commerce arena, making it imperative to meet these evolving demands effectively. By doing so, businesses can not only enhance user satisfaction but also drive significant growth in their mobile strategies.

With the simplicity of drag-and-drop functionality, enterprise applications can be crafted effortlessly. SAP Build Apps empowers users across all skill levels and roles to design high-quality applications without the need for coding. This platform facilitates the development of enterprise-grade applications simply by dragging and dropping elements. It also enables secure connections to both SAP and non-SAP systems through its array of pre-built connectors and integrations. By utilizing low-code development, users can automate the upkeep of mobile applications. The user-friendly drag-and-drop interface makes it accessible for anyone to produce enterprise applications. Furthermore, SAP Build Apps provides low-code solutions that enhance SAP S/4HANA capabilities. This no-code app development tool is an asset for business professionals seeking to build applications for desktop, mobile, and web platforms. Additionally, SAP Build Apps allows business developers to generate enterprise-quality applications without needing to write any code. Overall, it significantly accelerates the software development process for professional developers.

DronaHQ is an innovative low-code/no-code platform that empowers organizations to design, launch, and oversee tailored applications efficiently and on a large scale. Its standout features comprise: - Highly customizable user interface components - Accelerated app development by tenfold - Effortless integration with any pre-existing technology stack - A robust, scalable cloud-based architecture - Access to over 50 hours of engineering support (Unique Value Proposition) By utilizing DronaHQ, companies can save valuable developer time, safeguard their lifetime value, and minimize customer churn, making it an essential tool for enterprises. This platform is favored by developers and engineering teams for crafting various applications such as administrative panels, CRUD applications, graphical user interfaces for databases or APIs, forms, dashboards, and operational software solutions. Additionally, its user-friendly nature enables quicker onboarding for new team members, enhancing overall productivity.

OnBase, the flagship solution from Hyland, serves as a comprehensive enterprise platform designed to oversee your content, processes, and cases seamlessly. This platform consolidates all business-related content, ensuring that essential information is accessible to you anytime and from anywhere. By utilizing OnBase, organizations can enhance efficiency, deliver superior customer experiences, and mitigate risks effectively. It is a versatile platform that empowers users to create content-enabled applications and complements existing core business systems. This integration is beneficial not only to various business units but also to the IT department, fostering collaboration and synergy. The low-code development environment enables the rapid creation of content-driven solutions, significantly cutting down on development time, costs, and departmental silos. Moreover, OnBase can be deployed in cloud environments, extended to mobile devices, and integrated with pre-existing applications. Thus, organizations can enjoy the robustness and security that the OnBase platform inherently offers, all while optimizing their operational capabilities. In this way, OnBase represents a pivotal tool for businesses aiming to streamline their processes and enhance overall performance.

Peakboard GmbH provides a user-friendly low-code platform aimed at assisting production and logistics companies in managing their internal operations and integrating their systems smoothly. This innovative platform allows for the real-time collection and analysis of data from diverse sources, including SAP, machine controls, material flow controls, and Excel, delivering immediate insights on screens for quick decision-making. Such capabilities significantly enhance error detection and boost overall productivity. Clients have the ability to customize the dashboard to display key performance indicators that matter most to them, ensuring the interface meets their unique requirements. With support for more than 90 IT interfaces, information can be shared seamlessly through touchscreens, resulting in an intuitive experience for production and warehouse personnel. This user-centric design ensures that operating production machinery is as simple as using a smartphone, which ultimately streamlines operations and increases efficiency across the board.

Mendix, a subsidiary of Siemens and a frontrunner in the realm of enterprise low-code solutions, is revolutionizing the delivery of applications within digital enterprises. The Mendix platform empowers organizations to 'Make with More' by enhancing their development capabilities to address the software development bottleneck effectively. It also promotes 'Make it Smart', enabling the creation of applications that offer rich native experiences while being intelligent, proactive, and contextual. Furthermore, 'Make at Scale' facilitates the modernization of core systems and the development of extensive app portfolios. Designed to foster robust collaboration between IT and business teams, Mendix significantly speeds up the application development process without compromising on quality, security, or governance. This approach enables enterprises to make significant strides into their digital future. Thousands of prominent companies, including Conoco Phillips and the Business Development Bank of Canada, have embraced the Mendix platform, alongside industry leaders such as Post NL, Continental, and Zurich Insurance, further validating its impact in the enterprise application landscape.

H2O.ai leads the way in open-source artificial intelligence and machine learning, striving to make AI available to everyone. Our advanced platforms are tailored for enterprise use and assist numerous data scientists within over 20,000 organizations globally. By empowering businesses in various fields, including finance, insurance, healthcare, telecommunications, retail, pharmaceuticals, and marketing, we are playing a crucial role in cultivating a new generation of companies that leverage AI to produce real value and innovation in the modern market. Our dedication to democratizing technology is not just about accessibility; it's about reshaping the operational landscape across industries to encourage growth and resilience in a rapidly evolving environment. Through these efforts, we aspire to redefine the future of work and enhance productivity across sectors.

The Peltarion Platform serves as an intuitive low-code interface tailored for deep learning, enabling users to rapidly develop AI solutions that are commercially viable. It streamlines every stage of the deep learning model lifecycle, from initial creation to fine-tuning and deployment, all within a single cohesive environment. This all-encompassing platform offers capabilities for managing everything from data ingestion to model deployment effortlessly. Major institutions such as NASA, Tesla, Dell, and Harvard have utilized both the Peltarion Platform and its predecessor to tackle intricate problems. Users have the flexibility to build their own AI models or select from a range of pre-built options, all accessible via a user-friendly drag-and-drop interface that incorporates the latest innovations. Complete oversight of the development process—from model construction and training to refinement and implementation—is provided, ensuring a smooth integration of AI solutions. By harnessing the potential of AI through this platform, organizations can realize substantial benefits. To support those unfamiliar with AI concepts, the Faster AI course offers essential training; completing its seven brief modules equips participants with the skills needed to design and modify their own AI models on the Peltarion platform, nurturing a new wave of AI enthusiasts. This program not only broadens individual expertise but also plays a significant role in promoting the widespread adoption of AI technologies across various sectors. Ultimately, the Peltarion Platform stands as a vital resource for both seasoned professionals and newcomers alike, fostering innovation and efficiency in AI development.