Compare Defined.ai vs. Appen

Our decentralized platform streamlines AI data collection and labeling through a worldwide contributor network. By combining crowdsourcing with blockchain technology, we deliver high-quality, traceable datasets. Platform Highlights: Worldwide Collection: Tap into global contributors for comprehensive data gathering Blockchain Security: Every contribution tracked and verified on-chain Quality Focus: Expert validation ensures exceptional data standards Platform Benefits: Rapid scaling of data collection Complete data providence tracking Validated datasets ready for AI use Cost-efficient global operations Flexible contributor network How It Works: Define Your Needs: Create your data collection task Community Activation: Global contributors notified and start gathering data Quality Control: Human verification layer validates all contributions Sample Review: Get dataset sample for approval Full Delivery: Complete dataset delivered once approved

Cloud solution to manage retail spaces, product categories and planograms. Smart automatic generation of planograms based on sales is possible. This allows for the maintenance of planograms in a current state even in large sales networks with many stores. Quant is a complete solution for Space Planning and Category Management, planograms and ranging, shelf labels and POS printing, communication and in-store marketing. Quant Cloud offers all the benefits of cloud computing. You can work remotely on the same projects with your colleagues around the globe and access the same database from different computers. There is no need to create complex infrastructures or overload your IT department. Our consultants are always available to assist you. We train your users, and assist with data integration so Quant can go live in less than 12 week.

RunPod provides a cloud infrastructure that enables seamless deployment and scaling of AI workloads with GPU-powered pods. By offering access to a wide array of NVIDIA GPUs, such as the A100 and H100, RunPod supports training and deploying machine learning models with minimal latency and high performance. The platform emphasizes ease of use, allowing users to spin up pods in seconds and scale them dynamically to meet demand. With features like autoscaling, real-time analytics, and serverless scaling, RunPod is an ideal solution for startups, academic institutions, and enterprises seeking a flexible, powerful, and affordable platform for AI development and inference.

Fully managed ML tools allow you to build, deploy and scale machine-learning (ML) models quickly, for any use case. Vertex AI Workbench is natively integrated with BigQuery Dataproc and Spark. You can use BigQuery to create and execute machine-learning models in BigQuery by using standard SQL queries and spreadsheets or you can export datasets directly from BigQuery into Vertex AI Workbench to run your models there. Vertex Data Labeling can be used to create highly accurate labels for data collection. Vertex AI Agent Builder empowers developers to design and deploy advanced generative AI applications for enterprise use. It supports both no-code and code-driven development, enabling users to create AI agents through natural language prompts or by integrating with frameworks like LangChain and LlamaIndex.

The Orion Practice Management System places essential information directly on your desktop, consolidating everything necessary for your firm, including Case Management, Docket, Calendar, Emails, Contacts, Communications, Financial Statistics, and Client Documents. For the first time, this system allows law firms to transition seamlessly from an overarching perspective to intricate details with remarkable efficiency and ease, all in real-time and on-demand. By handling the data-gathering process, the Orion Practice Management System empowers you to swiftly assess the firm's health and operational status at any moment. Designed with adaptability in mind, Orion's Practice Management module allows each user to customize her profile(s) and save preferences, ensuring a personalized experience upon each login. This customization extends to selecting which columns to display, determining sorting order—ascending or descending—and adjusting the layout of various sections on the screen. Ultimately, this level of personalization enhances productivity and ensures that every user can work in a way that suits their individual needs.

Encompassing Visions, industry-leading job evaluation and pay equity software, is the best choice for organizations that require transparent, comprehensive and objective Job Evaluation software to ensure equal pay for equal work. ENCV has a distinct advantage over other job evaluation methods in that it can efficiently collect Job Data for every job within an organization. ENCV uses a multiple-choice questionnaire to measure 29 job characteristics and behavioral competencies that reflect organizational culture and competitive advantage. The software is easy to use and can be completed in less than an hour. It can also generate a Job Description that highlights job-specific skills, behavioral competencies, and evaluation reasoning. Finally, it can produce job evaluation results that are both compliant with Pay Equity and reflect each role's unique contribution to organizational success.

Newforma provides specialized project information management software designed to improve collaboration and efficiency for professionals in the AECO industry. Its flagship products—Newforma Konekt, Project Center, and Constructex—offer tools for BIM coordination, real-time project communication, document control, and submittal management. Newforma Konekt’s 2D/3D viewer allows users to view multiple IFC models with a single click, facilitating enhanced BIM collaboration. The platform integrates email management directly into project workflows, helping teams eliminate email chaos and improve accountability. Newforma’s cloud-hosted and on-premise options allow firms to manage data securely while accelerating project delivery times and reducing risk. Widely adopted by the world’s largest firms, Newforma supports millions of projects and billions of emails, demonstrating its scalability and reliability. Customer testimonials highlight significant time and cost savings achieved through streamlined workflows. Overall, Newforma fosters improved communication, organization, and risk mitigation for construction projects.

AWS Glue is a fully managed data integration solution that simplifies the process of discovering, preparing, and merging data for purposes such as analytics, machine learning, and application development. By offering all the necessary tools for data integration, AWS Glue enables users to begin analyzing their data and leveraging it for insights within minutes rather than taking months. The concept of data integration encompasses various activities like identifying and extracting data from multiple sources, enhancing, cleaning, normalizing, and consolidating that data, as well as organizing and loading it into databases, data warehouses, and data lakes. Different users, each utilizing various tools, often manage these tasks. Operating within a serverless environment, AWS Glue eliminates the need for infrastructure management, automatically provisioning, configuring, and scaling the resources essential for executing data integration jobs. This efficiency allows organizations to focus more on data-driven decision-making without the overhead of manual resource management.

You can view detailed proxy usage statistics, create sub-users, whitelist IPs, and manage your account conveniently. All this is possible in the Oxylabs®, dashboard. A data collection tool with a 100% success rate that extracts data from e-commerce websites or search engines for you will save you time and money. We are passionate about technological innovations for data collection. With our web scraper APIs, you can be sure that you’ll extract accurate and timely public web data hassle-free. You can also focus on data analysis and not data delivery with the best proxies and our solutions. We ensure that our IP proxy resources work reliably and are always available for scraping jobs. We continue to expand the proxy pool to meet every customer's requirements. We are available to our clients and customers at all times, and can respond to their immediate needs 24 hours a day. We'll help you find the best proxy service. We want you to excel in scraping jobs, so we share all the know-how we have gathered over the years.

Synchredible makes it easy to synchronize, copy, and back up individual folders or entire drives with just a single click. Its intuitive assistant guides you step by step in setting up tasks that can be scheduled, triggered by changes (real-time monitoring), or executed automatically when an external storage device is connected. Keep your data synchronized effortlessly and manage it seamlessly! With years of proven technology, Synchredible not only transfers data from A to B but also supports bidirectional synchronization. It automatically detects changes and reliably syncs the most recently edited files. Thanks to advanced duplicate detection, Synchredible saves valuable time by skipping unchanged files, enabling fast synchronization of large datasets in seconds! Synchredible is highly versatile, supporting local folder synchronization, network and USB device synchronization, as well as synchronization with cloud storage.