Alternatives to Defined.ai
Compare Defined.ai alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Defined.ai in 2026. Compare features, ratings, user reviews, pricing, and more from Defined.ai competitors and alternatives in order to make an informed decision for your business.
-
1
Bright Data
Bright Data
Bright Data is the world's #1 web data, proxies, & data scraping solutions platform. Fortune 500 companies, academic institutions and small businesses all rely on Bright Data's products, network and solutions to retrieve crucial public web data in the most efficient, reliable and flexible manner, so they can research, monitor, analyze data and make better informed decisions. Bright Data is used worldwide by 20,000+ customers in nearly every industry. Its products range from no-code data solutions utilized by business owners, to a robust proxy and scraping infrastructure used by developers and IT professionals. Bright Data products stand out because they provide a cost-effective way to perform fast and stable public web data collection at scale, effortless conversion of unstructured data into structured data and superior customer experience, while being fully transparent and compliant. -
2
OORT DataHub
OORT DataHub
Data Collection and Labeling for AI Innovation. Transform your AI development with our decentralized platform that connects you to worldwide data contributors. We combine global crowdsourcing with blockchain verification to deliver diverse, traceable datasets. Global Network: Ensure AI models are trained on data that reflects diverse perspectives, reducing bias, and enhancing inclusivity. Distributed and Transparent: Every piece of data is timestamped for provenance stored securely stored in the OORT cloud , and verified for integrity, creating a trustless ecosystem. Ethical and Responsible AI Development: Ensure contributors retain autonomy with data ownership while making their data available for AI innovation in a transparent, fair, and secure environment Quality Assured: Human verification ensures data meets rigorous standards Access diverse data at scale. Verify data integrity. Get human-validated datasets for AI. Reduce costs while maintaining quality. Scale globally. -
3
APISCRAPY
AIMLEAP
APISCRAPY is an AI-driven web scraping and automation platform converting any web data into ready-to-use data API. Other Data Solutions from AIMLEAP: AI-Labeler: AI-augmented annotation & labeling tool AI-Data-Hub: On-demand data for building AI products & services PRICE-SCRAPY: AI-enabled real-time pricing tool API-KART: AI-driven data API solution hub About AIMLEAP AIMLEAP is an ISO 9001:2015 and ISO/IEC 27001:2013 certified global technology consulting and service provider offering AI-augmented Data Solutions, Data Engineering, Automation, IT and Digital Marketing services. AIMLEAP is certified as ‘The Great Place to Work®’. Since 2012, we have successfully delivered projects in IT & digital transformation, automation-driven data solutions, and digital marketing for 750+ fast-growing companies globally. Locations: USA | Canada | India| AustraliaStarting Price: $25 per website -
4
Clickworker
Clickworker
clickworker is globally the largest open crowd sourcing provider. The company has a huge number of services using a "one to many" approach where your company can use many Clickworkers to achieve the outcome you desire. Most frequently, clickworker provides customized data collection, categorization, evaluation, tagging and annotation services to create AI/ML training data for Data Scientists, and also provides SEO texts, product tags, categories and surveys for online businesses and retailers. clickworker serves most industries and applications using the skills of their 4.0M+ Clickworkers. This crowd gathers data through a wide range of micro-tasks, utilizing a sophisticated crowd-sourcing platform and fully featured mobile app.Starting Price: $0.03 one-time payment -
5
ProRata.ai
ProRata.ai
ProRata.ai is a Pasadena, California-based company that builds technology enabling generative AIs to properly attribute contributing content and share revenues on a per-user basis with the owners of the copyrighted material they use to generate results. The company believes that generative AIs must share revenues on a per-user basis with the owners of the copyrighted content they use to generate results. ProRata.ai is launching a new type of AI search engine that offers content owners fractional attribution and a 50/50 revenue share. ProRata.ai's technology analyzes AI output, measures the value of contributing content, and calculates proportional compensation. By crawling and repackaging copyrighted material without proper credit or compensation, AI poses an existential threat to content owners. For content owners to thrive, they must be compensated each time AIs use their material, just like music and movie streaming. -
6
ScalePost
ScalePost
ScalePost provides a secure platform for AI companies and publishers to connect, enabling data access, content monetization, and analytics-driven insights. For publishers, ScalePost turns content access into revenue, offering secure AI monetization and full control. Publishers can control who accesses their content, block unauthorized bots, and whitelist verified AI agents. The platform prioritizes data privacy and security, ensuring that content is protected. It offers personalized guidance and market analysis on AI content licensing revenue, along with detailed insights on how content is being used. Integration is seamless, allowing publishers to open up their content for monetization in just 15 minutes. For AI/LLM companies, ScalePost provides verified, high-quality content tailored to specific needs. Users can quickly connect with verified publishers, saving valuable time and resources. The platform allows granular control, enabling access to content specific to users' needs. -
7
Human Native
Human Native
We’re bringing together rights holders and AI developers. Helping rights holders get compensation for copyrighted works. Enabling AI developers to responsibly acquire high-quality data. A comprehensive catalog of rights holders and their works. We help AI developers find the high-quality data they need. Rights holders have granular control over which individual works are open or closed to AI training. Monitoring solutions for detecting the misuse of copyrighted material. Enabling revenue for rights holders by licensing work for training with recurring subscriptions or revenue share. We help publishers get their content or data ready for AI models. We index, benchmark, and evaluate data sets to demonstrate their quality and value. Upload your catalog to the marketplace for free. Be compensated fairly for work. Opt-in and out of generative AI usages. Receive alerts for potential copyright infringement. -
8
Datarade
Datarade
Skip months of research. Find, compare, and choose the right data for your business. Get free & unbiased advice by data experts. Get in-depth information about 2,000+ data providers curated across 210 data categories. Our experts advise and guide you through the whole sourcing process - free of charge. Find the right data that really fits with your goals, use cases, and key requirements. Briefly describe your goals, use cases, and data requirements. Receive a shortlist of suitable data providers by our experts. Compare data offerings and choose when you’re ready. We help you to identify the data providers that are really relevant to you, so you don’t waste time in unnecessary sales pitch calls. We connect you with the right point of contact, so you get a quick response. And last but not least, our platform and experts help you to keep track of your data sourcing process, so you get the best deal. -
9
TollBit
TollBit
TollBit helps you monitor AI traffic, manage licensing deals & monetize your content in the AI era. See which user agents are accessing content that is disallowed. TollBit also maintains up to date lists of user agents and IP addresses we discover associated with AI apps across our network. Our easy to use UI makes it easy to drill down and conduct your own analyses. Enter in your own user agents and see the top pages accessed and how AI traffic evolves over time. TollBit supports historic log ingestion. This allows your team to analyze trends in AI traffic to your content in an easy UI without maintaining cloud infrastructure yourself. (Not available in free tier.) Tap into the growing AI market with ease. Our platform simplifies licensing, empowering you to monetize your content within the dynamic world of AI development. Set your terms upfront, and we'll connect you with AI innovators ready to pay for your work. -
10
Created by Humans
Created by Humans
Take control of your works' AI rights and get compensated for their use by AI companies. You're in control of if and how your work is used by AI partners. We negotiate the details of the license, and you track payments in your dashboard. Get compensated when your work is licensed. Easily opt-in (or out) of licensing options. You decide what you're comfortable licensing, and we do the rest. Access curated, unique content and build with the full permission of rights holders. We're on a mission to preserve human creativity and make it thrive in the AI era. We believe that to get the best out of technology, we must ensure we continue receiving the best human-created works. We celebrate and nurture the unique talents and expressions that make us human. We believe that bringing together divided groups can drive an outsized positive impact on the world. We prioritize building long-term, genuine connections over short-term gains. -
11
Luel
Luel AI
Luel is a two-sided AI training data marketplace that connects enterprises and AI teams with a global network of contributors to source, license, and generate high-quality multimodal datasets for machine learning models. It provides curated, rights-cleared datasets that are verified, structured, and ready for training, including video, audio, and image data tailored for use cases such as speech recognition, computer vision, and multimodal AI systems. It enables companies to either browse a catalog of existing datasets or request custom data collection campaigns by specifying detailed requirements such as format, labels, quality standards, and scenarios, which are then fulfilled through a vetted contributor network. Submissions undergo multi-stage validation and quality checks to ensure compliance, accuracy, and usability, delivering enterprise-ready datasets with full licensing and documentation. -
12
Kled
Kled AI
Kled is a secure, crypto-powered AI data marketplace that connects content rights holders with AI developers by providing high‑quality, ethically sourced datasets, spanning video, audio, music, text, transcripts, and behavioral data, for training generative AI models. It handles end-to-end licensing: it curates, labels, and rates datasets for accuracy and bias, manages contracts and payments securely, and offers custom dataset creation and discovery via a marketplace. Rights holders can upload original content, choose licensing terms, and earn KLED tokens, while developers gain access to premium data for responsible AI model training. Kled also supplies monitoring and recognition tools to ensure authorized usage and to detect misuse. Built for transparency and compliance, the system bridges IP owners and AI builders through a powerful yet user-friendly interface. -
13
Data & Sons
Data & Sons
Data & Sons is the world’s first open dataset marketplace that democratizes the exchange of information by enabling users to buy, sell, share, and request datasets through a unified, web-based platform. Sellers list datasets on the data & sons market, where buyers can discover and purchase them in a single click. Transactions are processed instantly, with sellers receiving payment upon each sale and the ability to resell datasets indefinitely. It also supports custom data requests and fulfillment workflows, allowing users to submit, track, and fulfill bespoke dataset orders. An intuitive interface guides users through listing, discovery, and transaction processes, while comprehensive tutorials, FAQs, and support resources ensure seamless onboarding. By vetting all datasets for privacy compliance and quality, Data & Sons provides a secure environment for data monetization and sharing. -
14
Pixta AI
Pixta AI
Pixta AI is a cutting‑edge, fully managed data‑annotation and dataset marketplace designed to connect data providers with companies and researchers needing high‑quality training data for AI, ML, and computer vision projects. It offers extensive coverage across modalities, visual, audio, OCR, and conversation, and provides tailored datasets in categories like face recognition, vehicle detection, human emotion, landscape, healthcare, and more. Leveraging a massive 100 million+ compliant visual data library from Pixta Stock and a team of experienced annotators, Pixta AI delivers scalable, ground‑truth annotation services (bounding boxes, landmarks, segmentation, attribute classification, OCR, etc.) that are 3–4× faster thanks to semi‑automated tools. It's a secure, compliant marketplace that facilitates on‑demand sourcing, ordering of custom datasets, and global delivery via S3, email, or API in formats like JSON, XML, CSV, and TXT, covering over 249 countries. -
15
DataPostie
DataPostie
DataPostie is a SaaS platform that empowers you to safely and easily monetize or share your data. We connect to and deliver to any data source, type, and destination. Make your data products more valuable, and fast. Turn your data into a revenue generator. Messy data is the number one hurdle companies face in turning their data from a cost center into a revenue generator. While organization-wide data cleaning and data quality are long-term projects, we reduce the time it takes from years to weeks by focusing solely on the data needed for the customer-facing data product and leveraging our data domain expertise. Notable wins include enabling a fashion ecommerce company to build a market benchmarking product for its suppliers by matching millions of different product names across suppliers and building a data model for a financial data provider's messy schema in days. -
16
Dataocean AI
Dataocean AI
DataOcean AI is a leading provider of high-quality, labeled training data and comprehensive AI data solutions, offering over 1,600 off‑the‑shelf datasets and thousands of customized datasets for machine learning and AI applications. Dataocean's offerings cover diverse modalities (speech, text, image, audio, video, multimodal) and support tasks such as ASR, TTS, NLP, OCR, computer vision, content moderation, machine translation, lexicon development, autonomous driving, and LLM fine‑tuning. It combines AI-driven techniques with human-in-the-loop (HITL) processes via their DOTS platform, which includes over 200 data-processing algorithms and hundreds of labeling tools for automation, assisted labeling, collection, cleaning, annotation, training, and model evaluation. With almost 20 years of experience and presence in more than 70 countries, DataOcean AI ensures strong quality, security, and compliance, serving over 1,000 enterprises and academic institutions globally. -
17
Mobito
Mobito Technology
Mobito is a trusted provider of connected-vehicle data and mobility intelligence, delivering privacy-first, fully anonymised real-time and historical insights across Europe and the US . We support evidence-based planning and operations by transforming raw vehicle data into actionable indicators for use cases such as traffic flow optimisation, transportation analytics, EV-charging site selection road-safety interventions and fleet insights. Our connected-vehicle data and intelligence products include Mobito Probe Data, Driving Events, Origin–Destination, Standstill, and Road Health datasets, complemented by derived metrics, analytics layers, and decision-ready outputs. Data is sourced from a vetted ecosystem of OEMs, fleet operators, and mobility providers, ensuring robust geographic coverage, consistent quality, and regulatory compliance. Mobito enables seamless integration via APIs, secure batch exports, and ready-to-use dashboards and intelligence.Starting Price: $5000 -
18
Neudata
Neudata
Neudata provides an independent, globally comprehensive platform for alternative and market data intelligence, bringing together data buyers and sellers and supporting the full data life cycle from sourcing to monetization. Buyers can use Neudata to evaluate data vendors, compare over 7,000 datasets across more than 100 unique metadata factors, monitor vendor performance, access regular intelligence reports and news alerts, and gain insights into dataset pricing, demand, and compliance risk, helping them make more confident decisions. Sellers can list their datasets for free, gain visibility to a network of 1,000+ qualified buyers, receive lead introductions through tailored matchmaking (such as the “AltDating” 1-to-1 programme), and access expert consultancy to assess monetization potential, design packaging, and navigate regulatory or licensing issues. -
19
Snowflake
Snowflake
Snowflake is a comprehensive AI Data Cloud platform designed to eliminate data silos and simplify data architectures, enabling organizations to get more value from their data. The platform offers interoperable storage that provides near-infinite scale and access to diverse data sources, both inside and outside Snowflake. Its elastic compute engine delivers high performance for any number of users, workloads, and data volumes with seamless scalability. Snowflake’s Cortex AI accelerates enterprise AI by providing secure access to leading large language models (LLMs) and data chat services. The platform’s cloud services automate complex resource management, ensuring reliability and cost efficiency. Trusted by over 11,000 global customers across industries, Snowflake helps businesses collaborate on data, build data applications, and maintain a competitive edge.Starting Price: $2/credit -
20
Harbr
Harbr
Create data products from any source in seconds, without moving the data. Make them available to anyone, while maintaining complete control. Deliver powerful experiences to unlock value. Enhance your data mesh by seamlessly sharing, discovering, and governing data across domains. Foster collaboration and accelerate innovation with unified access to high-quality data products. Provide governed access to AI models for any user. Control how data interacts with AI to safeguard intellectual property. Automate AI workflows to rapidly integrate and iterate new capabilities. Access and build data products from Snowflake without moving any data. Experience the ease of getting more from your data. Make it easy for anyone to analyze data and remove the need for centralized provisioning of infrastructure and tools. Data products are magically integrated with tools, to ensure governance and accelerate outcomes. -
21
Itheum
Itheum
We empower 8 billion people around the world with the means to truly own and trade their data. Itheum is the world's 1st decentralized, cross-chain data brokerage platform. Build web2 apps that generate structured and high-value personal data and insights. Seamlessly bridge high-value data into web3 with our suite of blockchain-powered tools. Take ownership of your data and trade it using our innovative peer-to-peer technology. Discover and access high-value data and insights via primary and secondary data markets. Build highly customizable, personal data-powered apps using our flexible data collection and analytics toolkit powered by our smart data types technology. A free and open, cross-chain personal data marketplace that enables the secure trade of highly valuable personal datasets. Trade multiple (potentially unlimited) copies of your data directly with people around the world. -
22
Informatica Cloud Data Marketplace
Informatica
Enable fast, safe data sharing with a data shopping experience to access data with confidence. Responsibly share trusted data products that fuel analytics and AI initiatives. Allow teams to locate, request, and evaluate relevant data with self-service access. Automate trusted data sharing, aligned to governance policies. Share and promote curated data sets, AI/ML models, and pipelines, from a broad variety of sources. Streamline processes from order to delivery and easily track operational metrics. Help improve data literacy through insights and reviews to promote the next-best actions to take on data. Share insights and connect teams across the enterprise with chat, reviews, alerts, and user ratings. A data-sharing marketplace is a portal that acts as an intermediary between data producers and data consumers. A data marketplace enables organizations to find, understand, trust, and access relevant data quickly through automation. -
23
Twine AI
Twine.net
Twine AI offers tailored speech, image, and video data collection and annotation services, including off‑the‑shelf and custom datasets, for training and fine‑tuning AI/ML models. It offers audio (voice recordings, transcription across 163+ languages and dialects), image and video (biometrics, object/scene detection, drone/satellite feeds), text, and synthetic data. Leveraging a vetted global crowd of 400,000–500,000 contributors, Twine ensures ethical, consent‑based collection and bias reduction with ISO 27001-level security and GDPR compliance. Projects are managed end‑to‑end through technical scoping, proofs of concept, and full delivery supported by dedicated project managers, version control, QA workflows, and secure payments across 190+ countries. Its service includes humans‑in‑the‑loop annotation, RLHF techniques, dataset versioning, audit trails, and full dataset management, enabling scalable, context‑rich training data for advanced computer vision. -
24
Data Commerce Cloud
Data Commerce Cloud
Reach more in-market data buyers with easy, 1-click data marketplace integrations for your entire data catalog. One platform to easily scale your entire data business. Put your data offering in the spotlight and reach data buyers across channels. Build a consistent data product catalog with automated data samples and data dictionaries. Publish your data catalog on your own website and showcase your offering to potential customers. Sync your data products to multiple data marketplaces and data catalogs with just a click of a button. Supercharge your data sales pipeline by managing all incoming demand in a central inbox. Share data sample previews across marketplaces and track who's viewing your sample data. Understand how your data products perform across channels in terms of visibility and conversion. Our software subscription plans are built for data providers from startup to IPO. Data buyers are waiting to find your data offering, we make it easy to create visibility. -
25
Monda
Monda
Monda is the go-to data monetization platform, used by hundreds of companies across the world to start and scale their data businesses. Monda empowers you to create data products, publish a data storefront, integrate with data marketplaces, and manage data demand, data monetization made simple. Monda outperforms other data monetization platforms in key areas that matter to our customers. The easiest way to build a data-as-a-service business. Anyone can use Monda, no tech skills required. Everything you need to start and grow your data business. Work with international data monetization experts. Monda provides every feature needed to market and monetize data securely, all in one platform. Convert your website visitors into inbound data leads. Publish on the biggest data sales channels instantly. Centralize your demand generation. Monitor performance, competition, and trends. Create beautiful data products quickly and easily.Starting Price: $6K / year -
26
DataMarket
RightData
Find, access, and take action on your data. Make it easy for your users to find the data they need with a user-friendly, AI-powered gallery of all your business's available data. Designed to democratize data access within your organization, offering a seamless online shopping experience for exploring, finding, evaluating, and taking action on data assets distributed across the enterprise. An online shopping experience that makes your data products easily findable and actionable by data consumers. Findability is enhanced as data products are organized by domains, tagged, and classified. Actionability is simplified as consumers are able to use existing BI and analytic tools or they can interact with the data using NLP. Make it easy to control access to data across the organization. Set permissions by role for access to data products and easily grant access to data product requests. -
27
Databricks
Databricks
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker. -
28
Narrative
Narrative
Create new streams of revenue using the data you already collect with your own branded data shop. Narrative is focused on the fundamental principles that make buying and selling data easier, safer, and more strategic. Ensure that the data you access meets your standards, whatever they may be. Know exactly who you’re working with and how the data was collected. Easily access new supply and demand for a more agile and accessible data strategy. Own your data strategy entirely with end-to-end control of inputs and outputs. Our platform simplifies and automates the most time- and labor-intensive aspects of data acquisition, so you can access new data sources in days, not months. With filters, budget controls, and automatic deduplication, you’ll only ever pay for the data you need, and nothing that you don’t.Starting Price: $0 -
29
Telekom Data Intelligence Hub
T-Systems
The Telekom Data Intelligence Hub enables organizations to connect securely and trustfully to share, process, and analyze data on their terms with data sovereignty protection. It offers services such as dataspace consultations and data mesh solutions, along with products designed to exchange data, integrate data chains, build dataspaces, develop applications, validate and certify organizations and services, and create data-driven insights and analytics. Key ecosystems include Catena-X, focusing on automotive, manufacturing, and smart mobility industries. The platform emphasizes trustful data sharing through Deutsche Telekom's independent and secure global network, providing intuitive, user-friendly products for quick onboarding and seamless integration. It supports cloud-agnostic connections, running on any cloud or on-premises infrastructure, ensuring secure, end-to-end data protection. -
30
Revelate
Revelate
Data discovery, internal sharing, cross-listing, and monetization: Revelate is the only platform that does it all! Unlock the potential of your data, establish your own data marketplace with Revelate’s platform and expertise. We’ll work with you to identify, package, secure, and distribute your data. It’s hard to know where to begin to start monetizing your data. Revelate provides the technology to put your data monetization strategy to work. -
31
LiveRamp
LiveRamp
Everything we do centers on making data safe and easy for businesses to use. Our Safe Haven platform powers customer intelligence, engages customers at scale, and creates breakthrough opportunities for business growth. Our platform offers the modern enterprise full control of how data can be accessed and used with industry leading software solutions for identity, activation, and data collaboration. Build access to data, develop valuable business insights and drive revenue while maintaining full control over access and use of data at all times. Accurately address your specific audiences at scale across any channel, platform, publisher or network and safely translate data between identity spaces to improve results. Protect your customer data with leading privacy-preserving technologies and advanced techniques to minimize data movement while still enabling insight generation. -
32
Keymakr
Keymakr
Keymakr provides image and video data annotation, along with data creation, collection, and validation services for AI and machine learning computer vision projects of any scale. The company’s core expertise lies in delivering high-quality training data for multimodal and embodied AI systems, and supporting human-verified annotation and LLM ground-truth validation of model outputs. Keymakr's motto, "Human teaching for machine learning," reflects its commitment to the human-in-the-loop approach. This is why the company maintains an in-house team of over 600 highly skilled annotators. Keymakr's goal is to deliver custom datasets that enhance the accuracy and efficiency of ML systems. To create precise datasets, Keymakr developed Keylabs.ai, a powerful enterprise-grade annotation platform that supports all annotation types. Keymakr also follows strict data security and compliance standards, holds ISO 9001 and ISO 27001 certifications, and maintains GDPR and HIPAA compliance.Starting Price: $7/hour -
33
FileMarket
FileMarket
FileMarket.xyz is a next‑generation Web3 file‑sharing and marketplace platform that allows users to tokenize, store, sell, and swap digital files as NFTs using its Encrypted FileToken (EFT) standard, offering complete on‑chain programmable access and tokenized paywalls. Built on Filecoin (FVM/FEVM), IPFS, and multi‑chain support (including ZkSync and Ethereum), it provides perpetual decentralized storage, user‑controlled privacy, and lifelong access via smart contracts. Files are encrypted and stored symmetrically on Filecoin via Lighthouse; creators mint an NFT that encapsulates the encrypted content and set access terms. Buyers reserve funds in a smart contract, share their public key, and upon purchase receive an encrypted decryption key, downloading and decrypting the file. A backend listener and fraud‑reporting system ensures only correctly decrypted files complete a sale, and ownership transfers trigger secure key exchanges. -
34
DataSeeds.AI
DataSeeds.AI
DataSeeds.ai provides large‑scale, ethically sourced, high‑quality image (and video) datasets tailored for AI training, combining both off‑the‑shelf collections and on‑demand custom builds. Their ready‑to‑use photo sets include millions of images fully annotated with EXIF metadata, content labels, bounding boxes, expert aesthetic scores, scene context, pixel‑level masks, and more. It supports object and scene detection tasks, global coverage, and human‑peer‑ranking for label accuracy. Custom datasets can be launched rapidly via a global contributor network in 160+ countries, collecting images that align with specific technical or thematic requirements. Accompanying annotations include descriptive titles, detailed scene context, camera settings (type, model, lens, exposure, ISO), environmental attributes, and optional geo/contextual tags. -
35
DataGen
DataGen
DataGen is a leading AI platform specializing in synthetic data generation and custom generative AI models for machine learning projects. Their flagship product, SynthEngyne, supports multi-format data generation including text, images, tabular, and time-series data, ensuring privacy-compliant, high-quality training datasets. The platform offers scalable, real-time processing and advanced quality controls like deduplication to maintain dataset fidelity. DataGen also provides professional AI development services such as model deployment, fine-tuning, synthetic data consulting, and intelligent automation systems. With flexible pricing plans ranging from free tiers for individuals to custom enterprise solutions, DataGen caters to a wide range of users. Their solutions serve diverse industries including healthcare, finance, automotive, and retail. -
36
DataHive AI
DataHive AI
DataHive provides high-quality, fully rights-owned datasets across text, image, video, and audio to power modern AI development. The platform sources, creates, and labels data through a global contributor network, ensuring accuracy, diversity, and commercial readiness. DataHive offers specialized datasets including e-commerce listings, customer reviews, multilingual speech, transcribed audio, global video collections, and original photo libraries. Each dataset is enriched with metadata such as pricing, sentiment, tags, engagement metrics, and contextual information. These resources support a wide range of use cases, from computer vision and ASR training to retail analytics, sentiment modeling, and entertainment AI research. Trusted by startups and Fortune 500 companies, DataHive is built to accelerate high-performance machine learning with reliable, scalable data. -
37
Bakery
Bakery
Easily fine-tune & monetize your AI models with one click. For AI startups, ML engineers, and researchers. Bakery is a platform that enables AI startups, machine learning engineers, and researchers to fine-tune and monetize AI models with ease. Users can create or upload datasets, adjust model settings, and publish their models on the marketplace. The platform supports various model types and provides access to community-driven datasets for project development. Bakery's fine-tuning process is streamlined, allowing users to build, test, and deploy models efficiently. The platform integrates with tools like Hugging Face and supports decentralized storage solutions, ensuring flexibility and scalability for diverse AI projects. The bakery empowers contributors to collaboratively build AI models without exposing model parameters or data to one another. It ensures proper attribution and fair revenue distribution to all contributors.Starting Price: Free -
38
Shaip
Shaip
Shaip offers end-to-end generative AI services, specializing in high-quality data collection and annotation across multiple data types including text, audio, images, and video. The platform sources and curates diverse datasets from over 60 countries, supporting AI and machine learning projects globally. Shaip provides precise data labeling services with domain experts ensuring accuracy in tasks like image segmentation and object detection. It also focuses on healthcare data, delivering vast repositories of physician audio, electronic health records, and medical images for AI training. With multilingual audio datasets covering 60+ languages and dialects, Shaip enhances conversational AI development. The company ensures data privacy through de-identification services, protecting sensitive information while maintaining data utility. -
39
Gramosynth
Rightsify
Gramosynth is a powerful AI-driven platform for generating high-quality synthetic music datasets tailored for training next-gen AI models. Leveraging Rightsify’s vast corpus, the system operates on a perpetual data flywheel that continuously ingests freshly released music to generate realistic, copyright-safe audio at professional 48 kHz stereo quality. Datasets include rich, ground-truth metadata such as instrument, genre, tempo, key, and more, structured specifically for advanced model training. It accelerates data collection timelines by up to 99.9%, eliminates licensing bottlenecks, and supports virtually limitless scaling. Integration is seamless via a simple API that allows users to define parameters like genre, mood, instruments, duration, and stems, producing fully annotated datasets with unprocessed stems, FLAC audio, alongside outputs in JSON or CSV formats. -
40
AfterQuery
AfterQuery
AfterQuery is an applied research platform designed to create high-quality training data for frontier artificial intelligence models by capturing how real experts think, reason, and solve problems in professional contexts. It focuses on transforming real-world work into structured datasets that go beyond simple outputs, encoding decision-making processes, tradeoffs, and contextual reasoning that traditional internet-sourced data cannot provide. It works directly with domain experts to generate supervised fine-tuning data, including prompt–response pairs and detailed reasoning traces, as well as reinforcement learning datasets with expert-designed prompts and grading frameworks that convert subjective judgment into scalable reward signals. It also builds custom agent environments across APIs and tools, enabling models to be trained and evaluated in realistic workflows, and captures computer-use trajectories that demonstrate how humans interact with software step by step. -
41
Nexdata
Nexdata
Nexdata's AI Data Annotation Platform is a robust solution designed to meet diverse data annotation needs, supporting various types such as 3D point cloud fusion, pixel-level segmentation, speech recognition, speech synthesis, entity relationship, and video segmentation. The platform features a built-in pre-recognition engine that facilitates human-machine interaction and semi-automatic labeling, enhancing labeling efficiency by over 30%. To ensure high-quality data output, it incorporates multi-level quality inspection management functions and supports flexible task distribution workflows, including package-based and item-based assignments. Data security is prioritized through multi-role, multi-level authority management, template watermarking, log auditing, login verification, and API authorization management. The platform offers flexible deployment options, including public cloud deployment for rapid, independent system setup with exclusive computing resources. -
42
Scale Data Engine
Scale AI
Scale Data Engine helps ML teams build better datasets. Bring together your data, ground truth, and model predictions to effortlessly fix model failures and data quality issues. Optimize your labeling spend by identifying class imbalance, errors, and edge cases in your data with Scale Data Engine. Significantly improve model performance by uncovering and fixing model failures. Find and label high-value data by curating unlabeled data with active learning and edge case mining. Curate the best datasets by collaborating with ML engineers, labelers, and data ops on the same platform. Easily visualize and explore your data to quickly find edge cases that need labeling. Check how well your models are performing and always ship the best one. Easily view your data, metadata, and aggregate statistics with rich overlays, using our powerful UI. Scale Data Engine supports visualization of images, videos, and lidar scenes, overlaid with all associated labels, predictions, and metadata. -
43
Appen
Appen
The Appen platform combines human intelligence from over one million people all over the world with cutting-edge models to create the highest-quality training data for your ML projects. Upload your data to our platform and we provide the annotations, judgments, and labels you need to create accurate ground truth for your models. High-quality data annotation is key for training any AI/ML model successfully. After all, this is how your model learns what judgments it should be making. Our platform combines human intelligence at scale with cutting-edge models to annotate all sorts of raw data, from text, to video, to images, to audio, to create the accurate ground truth needed for your models. Create and launch data annotation jobs easily through our plug and play graphical user interface, or programmatically through our API. -
44
erwin Data Marketplace
erwin
erwin Data Marketplace, included with erwin Data Intelligence by Quest, provides a centralized, consumer-like platform for all data users, regardless of technical expertise, to discover, select, and access governed, high-value data products, datasets, and AI models. This self-service approach accelerates data discovery, enhances data literacy, ensures governance, and maximizes the business impact of data. Key features include dynamic filtering, automated data value scoring, social ratings and reviews, and access to related data intelligence such as mind maps and data lineage. Users can compare multiple assets side-by-side to determine the best fit for their needs. Data stewards and owners benefit from curation and governance capabilities, including defining data products, managing associations, classifying data, assigning searchable tags, and overseeing governance roles. Built-in workflows facilitate data access requests, approvals, and documentation, ensuring compliance. -
45
GCX
Rightsify
GCX (Global Copyright Exchange) is a dataset licensing service for AI‑driven music, offering ethically sourced and copyright‑cleared premium datasets ideal for tasks like music generation, source separation, music recommendation, and MIR. Launched by Rightsify in 2023, it provides over 4.4 million hours of audio and 32 billion metadata-text pairs, totaling more than 3 petabytes, comprising MIDI, stems, and WAV files with rich descriptive metadata (key, tempo, instrumentation, chord progressions, etc.). Datasets can be licensed “as is” or customized by genre, culture, instruments, and more, with full commercial indemnification. GCX bridges creators, rights holders, and AI developers by streamlining licensing and ensuring legal compliance. It supports perpetual use, unlimited editing, and is recognized for excellence by Datarade. Use cases include generative AI, research, and multimedia production. -
46
Bitext
Bitext
Bitext provides multilingual, hybrid synthetic training datasets specifically designed for intent detection and LLM fine‑tuning. These datasets blend large-scale synthetic text generation with expert curation and linguistic annotation, covering lexical, syntactic, semantic, register, and stylistic variation, to enhance conversational models’ understanding, accuracy, and domain adaptation. For example, their open source customer‑support dataset features ~27,000 question–answer pairs (≈3.57 million tokens), 27 intents across 10 categories, 30 entity types, and 12 language‑generation tags, all anonymized to comply with privacy, bias, and anti‑hallucination standards. Bitext also offers vertical-specific datasets (e.g., travel, banking) and supports over 20 industries in multiple languages with more than 95% accuracy. Their hybrid approach ensures scalable, multilingual training data, privacy-compliant, bias-mitigated, and ready for seamless LLM improvement and deployment.Starting Price: Free -
47
Synetic
Synetic
Synetic AI is a platform that accelerates the creation and deployment of real-world computer vision models by automatically generating photorealistic synthetic training datasets with pixel-perfect annotations and no manual labeling required, using advanced physics-based rendering and simulation to eliminate the traditional gap between synthetic and real-world data and achieve superior model performance. Its synthetic data has been independently validated to outperform real-world datasets by an average of 34% in generalization and recall, covering unlimited variations like lighting, weather, camera angles, and edge cases with comprehensive metadata, annotations, and multi-modal sensor support, enabling teams to iterate instantly and train models faster and cheaper than traditional approaches; Synetic AI supports common architectures and export formats, handles edge deployment and monitoring, and can deliver full datasets in about a week and custom trained models in a few weeks. -
48
Bazze
Bazze
Bazze is an AI-powered intelligence targeting and early-warning platform that transforms vast unclassified commercial data into mission-relevant insights on demand. Its Commercial Data Infrastructure (CDI) marketplace delivers real-time and historical datasets, ranging from device locations and satellite imagery to open source intelligence, via a “query in place” API model, eliminating the need for bulk purchases. Users can discover and integrate data from an expanding array of sources, apply advanced filtering and proprietary intent scores, and visualize results through custom dashboards or export them for downstream analysis. Specialized tools include reverse DNS mapping, geospatial event detection, trend tracking, threat scoring, and similarity searches to identify related entities. Everything is updated continuously and delivered on a consumption basis to optimize resource allocation. -
49
ThinkData Works
ThinkData Works
Data is the backbone of effective decision-making. However, employees spend more time managing it than using it. ThinkData Works provides a robust catalog platform for discovering, managing, and sharing data from both internal and external sources. Enrichment solutions combine partner data with your existing datasets to produce uniquely valuable assets that can be shared across your entire organization. Unlock the value of your data investment by making data teams more efficient, improving project outcomes, replacing multiple existing tech solutions, and providing you with a competitive advantage. -
50
TagX
TagX
TagX delivers comprehensive data and AI solutions, offering services like AI model development, generative AI, and a full data lifecycle including collection, curation, web scraping, and annotation across modalities (image, video, text, audio, 3D/LiDAR), as well as synthetic data generation and intelligent document processing. TagX's division specializes in building, fine‑tuning, deploying, and managing multimodal models (GANs, VAEs, transformers) for image, video, audio, and language tasks. It supports robust APIs for real‑time financial and employment intelligence. With GDPR, HIPAA compliance, and ISO 27001 certification, TagX serves industries from agriculture and autonomous driving to finance, logistics, healthcare, and security, delivering privacy‑aware, scalable, customizable AI datasets and models. Its end‑to‑end approach, from annotation guidelines and foundational model selection to deployment and monitoring, helps enterprises automate documentation.