Compare Amazon Mechanical Turk vs. Toptal

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

Ango Hub is an all-in-one, quality-oriented data annotation platform that AI teams can use. Ango Hub is available on-premise and in the cloud. It allows AI teams and their data annotation workforces to quickly and efficiently annotate their data without compromising quality. Ango Hub is the only data annotation platform that focuses on quality. It features features that enhance the quality of your annotations. These include a centralized labeling system, a real time issue system, review workflows and sample label libraries. There is also consensus up to 30 on the same asset. Ango Hub is versatile as well. It supports all data types that your team might require, including image, audio, text and native PDF. There are nearly twenty different labeling tools that you can use to annotate data. Some of these tools are unique to Ango hub, such as rotated bounding box, unlimited conditional questions, label relations and table-based labels for more complicated labeling tasks.

Over 1,000 organizations worldwide depend on Resolver’s security, risk and compliance software. From healthcare and hospitals to academic institutions, and critical infrastructure organizations including airports, utilities, manufacturers, hospitality, technology, financial services and retail. For security and risk leaders who are looking for a new way to manage incidents and risks, Resolver will help you move from incidents to insights.

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.

Flexible work is on the rise. The ultimate OS for temp work. Offering an end-to-end solution for staffing/recruitment agencies, stadium event management and Businesses employing temp workers. Ubeya has developed a SaaS B2B platform that brings the tech revolution to the world of temporary jobs. Ubeya connects businesses that manage flexible workers, and allows them to manage, outsource, rate and pay their entire workforce. It bridges the gap between staffing firms, businesses and shift workers by automating and optimizing work processes, scheduling, communication, payroll and compliance. With Ubeya’s technology, workers finally feel the belongingness to the company they work for. This boosts their connection to the business and makes them more accountable in every task they tackle. Ubeya platform unifies scattered communication channels, increases workers’ retention, and reduces no show rate, to reshape flexible work experience. Ubeya’s platform helps hundreds of businesses worldwide become more resilient and adaptive to change, resulting in growth, operational excellence and happy workforces. Ever wondered how a huge operation like the O2 Arena stadium manages their work? Ubeya provides everything they need.

APS has a mission: to make payroll and HR easier. We design our unified solution to simplify workforce management tasks for mid-market organizations. We provide our clients and partners with personalized service and support to accomplish their goals. Streamline payroll processing, automate HR workflows, and elevate the employee lifecycle with a single-system platform. We are APS, your workforce partner. Mid-sized businesses choose APS as their workforce partner because of our focus on the customer experience. As a result, we continually maintain a 98% customer satisfaction rate. With APS, mid-market companies get a better system, better support, and better outcomes.

People Data Labs provides B2B data to developers, engineers and data scientists. It provides a dataset with resume, contact, demographic, and social information for more than 1.5 billion unique individuals. PDL data can be used for building products, enriching profiles, and enabling AI and predictive modeling. APIs are used to deliver it to developers. PDL only works for legitimate businesses, whose products aim to improve the lives of people. Its data is crucial for companies who are forming data departments, and focusing on the acquisition of data. These companies require clean, rich and compliant data on individuals to protect themselves.

Hundreds of companies and millions of employees use Axero’s intranet software to communicate, collaborate, manage tasks and events, organize content, and develop their company culture.

Nasdaq Metrio is a sustainability reporting platform tailored for businesses at various stages of their ESG journey. It merges meticulous data collection, tracking, and management with emissions calculations and assurance. Additionally, it provides a comprehensive library of metrics from various rater and ranker frameworks as well as regulatory bodies, all cross-referenced, de-duplicated, and clarified, complete with guidance notes.

MedTrainer accelerates and simplifies healthcare workforce education, compliance, and credentialing. MedTrainer’s natively built software platform provides a seamless user experience that helps healthcare organizations thrive in managing their workforce. Learning: A healthcare-specific learning management system (LMS) enriched with thousands of education courses and resources created by subject matter experts to satisfy regulatory, accreditation requirements, and provide continuing education credit. Compliance: A technology solution that combines incident reporting, document, and policy management, and highly customizable reports to improve compliance. Credentialing: An end-to-end credentialing capability with automation, workflows, and centralized data to simplify the process and reduce costly delays. From PSV to provider enrollment and privileging, everything is in one platform with complete visibility.