Alternatives to Alignerr
Compare Alignerr alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Alignerr in 2026. Compare features, ratings, user reviews, pricing, and more from Alignerr competitors and alternatives in order to make an informed decision for your business.
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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. -
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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 -
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Mercor
Mercor
Mercor is an AI-powered platform that connects specialized professionals with companies developing and improving artificial intelligence systems. The platform helps AI research organizations access domain experts who contribute to model training, evaluation, and benchmarking. Mercor uses AI-driven assessments and interviews to evaluate candidates and match them with projects suited to their professional expertise. Its network includes specialists in software engineering, healthcare, law, finance, consulting, and other industries. Mercor also provides enterprises with human-generated training data, AI evaluation frameworks, benchmark development, and data monetization solutions. By combining expert talent with AI infrastructure, Mercor helps organizations develop, test, and improve advanced AI models and applications. -
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Outlier
Outlier
Outlier.ai is an AI-powered automated business analytics platform that helps organizations rapidly identify important patterns, anomalies, and impactful changes across their business data so teams can make faster, data-driven decisions without needing extensive manual analysis or deep data science expertise; by connecting to multiple data sources such as analytics systems, sales platforms, or operational databases in minutes, it continuously monitors time series data, detects hidden trends and outliers, and highlights shifts that could signal opportunities or risks while presenting findings in human-readable formats that clarify what’s changed and why it matters. It uses advanced machine learning and AI models to sift through complex datasets, surface unforeseen relationships, and contextualize insights with automated alerts and narrative explanations so users can understand key drivers behind performance shifts and act quickly.Starting Price: Free -
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Surge AI
Surge AI
Surge AI is the world’s best data labeling platform and workforce, providing the highest quality data to today’s top tech companies and researchers. We’re built from the ground up to tackle the extraordinary challenges of LLMs, RLHF, NLP, and other advanced labeling tasks — with an elite workforce, stunning quality, rich labeling tools, and modern APIs. -
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micro1
micro1
micro1 is an AI data and research platform that helps organizations train, evaluate, and improve advanced artificial intelligence models and agents. The company provides expert-generated training data, reinforcement learning environments, and evaluation infrastructure for AI laboratories and enterprises. Its Realm platform supports frontier model evaluations and realistic training environments designed to improve AI reasoning and agent capabilities. Cortex enables businesses to evaluate AI agent performance, identify failures, and monitor reliability across real-world workflows. micro1 also uses an AI recruiting agent called Zara to identify, assess, and connect subject matter experts with specialized AI training projects. By combining human expertise, structured data pipelines, and performance monitoring tools, micro1 helps organizations develop more capable and reliable AI systems. -
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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. -
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Turing
Turing.com
Turing is an AI research, data engineering, and enterprise automation platform that helps organizations develop advanced AI models and deploy autonomous AI agents. The company provides high-quality training datasets, reinforcement learning environments, model evaluations, and technical expertise to support frontier AI development. Its AI research services cover software engineering, scientific reasoning, mathematics, multimodal understanding, and enterprise knowledge work. Turing also helps businesses build and deploy AI agents that automate complex workflows across financial services, healthcare, life sciences, retail, and other industries. Its enterprise AI platform combines an AI control plane with forward-deployed engineers to manage, monitor, and scale intelligent automation systems. Turing provides access to a global network of vetted software engineers, researchers, and domain experts who support model training, technical evaluation, and enterprise AI implementation. -
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Anthroly
Anthroly
Anthroly is a data lab and expert-data provider for frontier AI labs and model teams. It licenses operational records from U.S. companies—such as workplace chats, email, support tickets, CRM histories, calls, code, engineering records, and documents—and prepares them as de-identified corpora, reinforcement-learning environments, agent trajectories, supervised fine-tuning data, and evaluations. Anthroly also recruits and vets engineers, scientists, doctors, and Indic-language specialists to create expert-written tasks, benchmarks, model responses, and evaluations. Projects may include custom sourcing, expert review, rubrics, automatic graders, and quality reports. The company describes its model as licensing with identifiers removed before transfer and data use bounded by agreement. Expert-data work can begin with a one-to-two-week pilot; licensing and project pricing are scoped individually. -
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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. -
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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. -
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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. -
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Dataset Finder
Dataset Finder
Dataset Finder is an all-in-one workspace for AI training data. It enables AI engineers, researchers, startups, and enterprise teams to search tens of thousands of curated datasets using natural language, evaluate datasets across 30+ criteria including quality, licensing, bias, labels, and fine-tuning readiness, and organize their data into projects and collections. Beyond dataset discovery, Dataset Finder provides training data inventory and lineage capabilities, reusable AI training recipes, and on-demand custom data annotation backed by Innovatiana. The platform is designed to bring dataset discovery, evaluation, organization, governance, and custom data creation into a single workspace—helping teams spend less time searching and managing data and more time building AI. -
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SourceX
SourceX
SourceX is a web-based data transaction platform and managed sourcing service that connects businesses holding proprietary operational records with AI labs and developers seeking datasets for model training and evaluation. It qualifies suppliers, matches requests to potential sources, and coordinates rights review, permitted uses, privacy preparation, licensing, delivery, and payment. Buyers submit data domain, volume, format, history, and intended use; supply is sourced to order, not from guaranteed stock. Businesses review proposed terms and authorize each release, and a company assessment can be completed without uploading files or committing to a license. Potential datasets include support and sales histories, engineering and IT records, business documents, finance and legal workflows, and physical-work recordings. Dataset availability, preparation, licensing rights, and terms depend on the participating data owner and are agreed for each engagement. -
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SpeechData.ai
Spirelight ApS
SpeechData.ai is a commercial catalogue and collection service for conversational speech data used to build and evaluate ASR, TTS and other voice-AI systems. Its website lists 60 conversational datasets across 60 languages and dialects, totaling 73,000 audio hours from 7,250 speakers. Listings describe spontaneous two-person recordings, dual-channel audio, time-aligned human-verified transcripts, speaker metadata and consent documentation, with catalogue prices of USD 60–95 per audio hour. Buyers can request samples and commission additional collection to a brief. The provider also offers transcription and audio annotation. Typical buyers include teams sourcing speech for model training and evaluation. Dataset availability, licensing and final price depend on language, collection scope and the terms agreed for the project.Starting Price: USD 60 per audio hour -
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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. -
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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. -
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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. -
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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 -
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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. -
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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. -
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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 -
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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. -
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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. -
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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. -
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Hyperdrive Data
Hyperdrive Data
Hyperdrive Data is a data-licensing brokerage service for established businesses, including companies that are closing, winding down, or retiring. It assesses whether operational records may fit current AI buyer requirements and, when appropriate, connects the business with interested buyers. Records considered can include historical email, internal chat, documents, CRM, accounting, and technical project materials. Businesses describe their company, operating history, team, and systems; the inquiry does not require file uploads, credentials, or personal information. Owners review proposed agreements and decide whether to proceed while continuing to operate their business. Hyperdrive Data acts as an intermediary: buyers set proposed transaction terms, and an assessment does not guarantee an offer. The service focuses on companies with 50 or more desk or office staff and at least three years of history. -
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XIM Audio
XIM Audio
XIM Audio licenses music-production datasets for teams developing or researching audio AI. Its catalog includes producer-made DAW sessions, printed stems, aligned vocal and instrumental pairs, MIDI, synth presets, loops, instrumentals, stock tracks and tutorial sessions. Dataset pages describe contents and rights status; licenses can be scoped for research or commercial training, with non-exclusive use as the default and exclusive terms discussed separately. Creators retain ownership and receive a share of each license. Deliveries include a manifest and datasheet and are anonymized. The catalog supports work such as music generation, stem separation, transcription, sound design, mixing and DAW-assistant research. The audio assets come from producers' private archives rather than public streams. Teams can request an evaluation set and a quote before licensing. -
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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. -
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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. -
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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. -
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Perle
Perle
Perle is a Web3-powered AI data platform designed to improve how artificial intelligence models are trained by combining human expertise with blockchain-based verification and incentives. It enables contributors to review, label, and evaluate multimodal data such as text, images, video, audio, and code, transforming human knowledge into structured, high-quality datasets used in real AI systems. It connects enterprises and AI labs with a global network of qualified contributors, ensuring that data used for training is accurate, context-rich, and aligned with domain expertise. Perle emphasizes data quality through multi-layer validation pipelines and consensus mechanisms that elevate annotation accuracy to production standards. Every contribution is recorded on-chain using the Solana blockchain, creating an immutable and transparent record of who contributed, what was done, and how it was validated, which improves trust, auditability, and compliance. -
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Hyta
Hyta
Hyta is a platform designed to scale and operationalize AI post-training workflows by creating always-on pipelines of specialized human intelligence and tracking trusted contributions so model improvement is continuous rather than a one-off project. It unifies a community of domain specialists and machine-learning contributors to supply high-quality human signals that support long-horizon, domain-specific model training and reinforcement learning pipelines, with mechanisms to retain contributor trust and context across projects and models. It emphasizes reliable trajectories by tailoring pipelines to organizational and project demands, preserving verified contributions, and enabling persistent feedback that compounds capabilities across industries. Hyta connects contributors, labs, enterprises, and post-training teams in a broader ecosystem, allowing organizations to orchestrate human-in-the-loop workflows at scale and integrate human feedback into model development processes. -
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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. -
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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. -
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Scale Evaluation
Scale
Scale Evaluation offers a comprehensive evaluation platform tailored for developers of large language models. This platform addresses current challenges in AI model assessment, such as the scarcity of high-quality, trustworthy evaluation datasets and the lack of consistent model comparisons. By providing proprietary evaluation sets across various domains and capabilities, Scale ensures accurate model assessments without overfitting. The platform features a user-friendly interface for analyzing and reporting model performance, enabling standardized evaluations for true apples-to-apples comparisons. Additionally, Scale's network of expert human raters delivers reliable evaluations, supported by transparent metrics and quality assurance mechanisms. The platform also offers targeted evaluations with custom sets focusing on specific model concerns, facilitating precise improvements through new training data. -
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Defined.ai
Defined.ai
Defined.ai provides high-quality training data, tools, and models to AI professionals to power their AI projects. With resources in speech, NLP, translation, and computer vision, AI professionals can look to Defined.ai as a resource to get complex AI and machine learning projects to market quickly and efficiently. We host the leading AI marketplace, where data scientists, machine learning engineers, academics, and others can buy and sell off-the-shelf datasets, tools, and models. We also provide customizable workflows with tailor-made solutions to improve any AI project. Quality is at the core of everything we do, and we are in compliance with industry privacy standards and best practices. We also have a passion and mission to ensure that our data is ethically collected, transparently presented, and representative – since AI often reflects of our own human biases, it’s necessary to make efforts to prevent as much bias as possible, and our practices reflect that. -
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PowerToFly
PowerToFly
PowerToFly AI is an AI workforce partner. We help companies hire the people who build AI and bring in the domain experts who train and evaluate it. Most AI projects stall because of people gaps, and the hardest hires are people who understand both the technology and your industry. We've spent over a decade building that community: 1.1M members, including 380K+ verified experts and 65K+ AI specialists across finance, healthcare, legal, tech, and more. What we offer: Hire AI talent: full-time and fractional ML engineers, data scientists, AI product managers, and solutions engineers, matched to your domain Train your models: domain experts and multilingual reviewers for RLHF, model evaluation, data annotation, and red teaming Recruiting events and employer brand videos that put your team in front of engaged, curated candidates Companies like Deloitte, Visa, Zapier, and Arize AI work with us to fill AI roles faster and build models they can stand behind. -
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Cloud Academy
Cloud Academy
Become a subject-matter expert, get certified, and accelerate your career by building hands-on skills in live cloud environments — at no additional cost. Test competence across multiple cloud platforms and technologies and track skill improvement. Drive skill growth with hands-on cloud training programs built to master AWS, Azure, Google Cloud, DevOps, Programming, Security, and much more. Measure practical expertise through skill reports based on hands-on assessments. Challenge your team with lab scenarios using actual AWS, Azure, and Google Cloud accounts. Easily create training experiences tailored to your enterprise architecture, policies, and procedures.Starting Price: $67 per user per month -
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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. -
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Cognaize
Cognaize
For the first time, AI works in tandem with subject matter experts and data scientists to bring industry-specific automation to financial services companies. Benefit from ever-improving results with each validated document. Our platform streamlines the document automation process, helping you go from concept to production in record time. Easily customize workflows and generate insights that fuel acclaimed data scientists with valuable training data. Efficiently engineer AI models into these workflows to maximize optimization - our system automatically evaluates model results over test data sets and production. To ensure strict control over data privacy, audibility, and compliance-related requirements such as GDPR, Cognaize can be deployed in a public or private cloud or on-premise. The SDK delivers training data to your data science team for model retraining and integration, while APIs integrate Cognaize into your in-house database or downstream applications. -
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SlidePresenter
SlidePresenter
SlidePresenter is the perfect software solution that allows companies to create, manage and distribute video content. It is designed to meet the needs of large enterprises that use videos for training and education purposes – either for formal learning formats or employee-generated content. - Empower subject-matter experts of all departments to easily create learning videos and share them on your own video platform. - Manage access to all videos centrally so that only authorized users can view your videos. - Easily share your learning videos with all employees or with selected departments or user groups. - Evaluate the effectiveness of your training videos by tracking how many times they have been viewed. - Establish a central video platform where employees can find the knowledge they need to do their best work. - Join 650 market leaders such as Capgemini, Allianz, Seat, AXA and Würth and increase your productivity. -
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Innodata
Innodata
We Make Data for the World's Most Valuable Companies Innodata solves your toughest data engineering challenges using artificial intelligence and human expertise. Innodata provides the services and solutions you need to harness digital data at scale and drive digital disruption in your industry. We securely and efficiently collect & label your most complex and sensitive data, delivering near-100% accurate ground truth for AI and ML models. Our easy-to-use API ingests your unstructured data (such as contracts and medical records) and generates normalized, schema-compliant structured XML for your downstream applications and analytics. We ensure that your mission-critical databases are accurate and always up-to-date. -
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ezSuite
Magic EdTech
ezSuite, developed by Magic EdTech, is an AI-native solution that transforms existing educational content into structured, reusable, and measurable learning experiences. Built for publishers, EdTech companies, certification providers, and training organizations, it works with textbooks, PDFs, videos, curricula, standards, knowledge libraries, and assessment banks. Five connected modules support content transformation, adaptive learning, test preparation, secure proctoring, and analytics. AI-generated assets remain grounded in source material and can be reviewed by subject-matter experts before publication. ezSuite can be adopted module by module and integrates with existing learning ecosystems through LTI, SCORM, QTI, xAPI/Caliper, SSO, and APIs. -
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Course Forge AI
Course Forge AI
Course Forge AI is an AI-assisted course authoring and curriculum development tool for coaches, consultants, educators, subject-matter experts, and training teams. Forge Studio lets authors create course outlines, curriculum, lessons, and training content through a chat-based workflow, then return to revise existing lessons as source knowledge, products, or learner needs change. The product supports delivery through an online learning management system and publishing through Vibe Academy, and it can export course materials as PowerPoint or Markdown. It also supports importing and exporting Canvas Common Cartridge (.imscc) packages. These features suit independent course creators and organizations developing educational, professional-development, or customer-training material.Starting Price: $49/month -
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DataForce
DataForce
DataForce is a global data collection and labeling platform that combines technology with a diverse network of over one million data contributors, scientists, and engineers. It offers companies in technology, automotive, life sciences, and other industries secure and reliable AI services for exceptional structured data and customer experiences. As part of the TransPerfect family of companies, DataForce provides a range of services, including data collection, data annotation, data relevance and rating, chatbot localization, content moderation, transcription, user studies, generative AI training, business process outsourcing, and bias mitigation. The DataForce platform is a proprietary solution developed in-house by TransPerfect for various types of data-oriented projects with a focus on AI and machine learning applications. Its capabilities include data annotation, data collection, and community management, supporting and improving relevance models, accuracy, and recall. -
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WebAutomation
WebAutomation
Fast, Easy & Scalable Web Scraping. Scrape any website in minutes without coding using our ready made extractors or web based visual point and click tool. Get your Data in 3 easy steps. IDENTIFY. Enter URL, and Identify elements like text & images you would like to extract with our point and click feature. CREATE. Build and configure your extractor to get the data when and how you want it. EXPORT. Get structured data in your chosen format e.g JSON, CSV, XML. How can WebAutomation help your business? No matter your business type or sector, web scraping can help you understand your audience, generate leads or be more competitive with pricing. Online Finance & Investment Research Scrapers Finance & Investment Research. Enhance your financial models and track data to improve performance. Scrape and Aggregate data from… ONLINE. E-Commerce & Retail SCRAPER E-Commerce & Retail Monitor competitors, benchmark pricing, analyze customer reviews and gain competitor& market intelligence.Starting Price: $19 per month -
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SAS Enterprise Miner
SAS Institute
Streamline the data mining process to develop models quickly. Understand key relationships. And find the patterns that matter most. Dramatically shorten model development time for your data miners and statisticians. An interactive, self-documenting process flow diagram environment efficiently maps the entire data mining process to produce the best results. And it has more predictive modeling techniques than any other commercial data mining package. Why not use the best? Business users and subject-matter experts with limited statistical skills can generate their own models using SAS Rapid Predictive Modeler. An easy-to-use GUI steps them through a workflow of data mining tasks. Analytics results are displayed in easy-to-understand charts that provide the insights needed for better decision-making. Create better-performing models using innovative algorithms and industry-specific methods. Verify results with visual assessment and validation metrics. -
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UnifiedAcquire
Rohirrim
UnifiedAcquire is an AI-assisted acquisition and procurement platform for government agencies and other organizational buyers. It supports planning, market research, requirement discovery, solicitation development, document authoring, evaluation, and award-related work. Teams can use organization-specific documents, policies, and templates to prepare procurement materials, search institutional knowledge, and receive research responses linked to source documents. Features include compliance-oriented review, role-based access controls, activity tracking, and collaboration with subject-matter experts. The platform supports government acquisition teams throughout multi-step procurement processes and is described for Rohirrim-managed service or customer infrastructure. UnifiedAcquire focuses on the buyer side of acquisition; proposal writing for companies responding to solicitations is handled by a separate Rohirrim product. -
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Metacog
Metacog
Rooted in EDM and cognitive science, Metacog® is a complete analytics engine for hard-to-measure human behavior in complex environments. Our vertically integrated system covers a full range of analytics layers, from basic data collection and storage to advanced behavior modeling and visualization. Use Metacog to evaluate and improve the performance of individuals, teams, and training programs. Accelerate your training progress at scale without sacrificing quality. Close your readiness gap faster. Using goals set by your experts, Metacog observes and evaluates your trainees' behaviors, processes and results during training events. Real-time feedback can be provided during the simulation, and training content can be accelerated or slowed based on the individual's cognitive load, level of engagement and other factors. Metacog captures and synthesizes an accurate record of the team's activities—individually and collectively—as they train together during a simulation. -
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ART Compass
ART Compass
Delivering artificial intelligence for IVF at the point of care. Redefining how big image and text data drive business intelligence in reproductive medicine. We assembled the world's best experts on artificial intelligence, IVF lab QC/QA, and digital technology solutions to create this specialized platform that includes the world's largest open source image database for embryology and andrology competency assessment. ART Compass is the next-generation IVF Lab Information Management System (LIMS) that powers IVF lab quality management with artificial intelligence through an easy-to-use smartphone application. Analyze embryology and andrology competency assessments. Analyze embryology and andrology clinical decision-making. Access annual procedure evaluation recording forms. Document new procedure training and new staff on-boarding. Track pregnancy outcome per IVF Cycle and access all relevant stats. Manage patient cryostorage inventory, and deliver PGT results to MDs.Starting Price: Free
