data labeling

Anote provides a human-centered AI data labeling and evaluation platform that helps AI researchers and developers create labeled datasets and evaluate AI results so they can improve LLMs and build reliable AI agents for real-world use.

AI evaluation

and Data Transformation company helping global digital, data, editorial, and content production teams streamline their processes. We harness Hybrid Intelligence (Human + AI) to efficiently deliver customized and cost-effective solutions.

catalog managementcompliance and regulatory solutionscontent and editorial operationscurriculum developmentdata and AI operationsdigital accessibilitydigitization and preservationGIS mapping and engineeringhealthcare RCMInstructional Designintelligent document processingtranslationsworkflow management and consulting

Centaur.ai provides high-quality, trusted data annotation at scale to power the development of superior AI models. Its methodology combines human judgment from a global network of subject matter experts with AI and quality measurement, drawing on research from the MIT Center for Collective Intelligence. The company was formerly known as Centaur Labs.

aggregation of human and AI annotationsdata annotationdataset designhuman-in-the-loop QAmodel evaluationmulti-modal annotation

Cinder provides trust and safety operations infrastructure for the AI era. It transforms policies into agentic workflows that make accurate decisions at scale, protecting platforms from abuse, fraud, and manipulation. Cinder agents validate prompts and outputs, escalate sensitive cases, measure quality, and improve safeguards over time.

AI red teaming and evaluationaudit trailsconfigurable rules enginecontent moderationhash-matchinghuman-in-the-loop reviewmanaged operationsquality assurance

ClearObject deploys scalable Vision AI systems that turn live camera feeds into real-time operational control across food and beverage processing, industrial manufacturing, and public roadway networks. Its ClearVision solutions run on existing cameras with edge hardware and alerting built in, serving public sector, manufacturing, food & beverage, wastewater & pipelines, and retail & QSR industries. The company also provides product teams as a service, digital product development, and engineering services.

cloudcomputer visiondigital product developmentedge hardwareEngineering Servicesgenerative AIhardware installation and lifecycle managementMLOpsvision AIvision model development

Enabled Intelligence specializes in data labeling and AI annotation services, focusing on sensitive and classified datasets. The company transforms raw, unstructured, and complex data into accurate, secure, and reliable training data, AI models, and intelligence for mission-critical government and commercial applications. It provides AI data quality solutions with expert-in-the-loop technology for customers with high-consequence missions.

AI annotationAI model developmentAI model testingdata curationfeature extractionLLM fine-tuningnatural language processingobject classificationobject detectionobject trackingpattern detection

HelloGov is a venture-backed Artificial General Intelligence (AGI) company founded in 2016 by ex-Machine Learning researchers from OpenAI, Google, and the U.S. Department of Defense. It describes itself as the nation's first full-stack federal AI company, offering a no-code, non-proprietary end-to-end ML product suite for federal enterprises, from data labeling to model training to AI-enabled application development. Offices are in Palo Alto, Boston, and D.C.

AI consultancyAI software developmentcomputer visiondata annotationdata de-identificationdata ingestiondata modelingETL and aggregationgenerative AIlarge language modelsML model deploymentML model training

Akridata provides AI-powered visual inspection systems for automated, real-time defect detection. Its platform processes multimodal inputs (images, text, voice) and integrates into existing workflows. The company offers three solutions: Vision Assist (AI-assisted human inspection), Vision Command (AI-driven oversight for manufacturing), and Vision Copilot (AI for data science and model development). Founded in 2018, Akridata serves manufacturing, automotive, railway, medical, agriculture, and critical infrastructure sectors.

AI-powered visual inspectionautomated defect detectioncomputer visiondata curationdeep learningpredictive maintenancereal-time analyticsSynthetic data generation

Invisible Technologies is an applied AI research company that trains and deploys AI models at enterprise scale. It states it has trained over 80% of the world's leading AI models. Its modular platform includes Neuron (data platform), Atomic (process builder), Meridial (expert network), Synapse (evaluations), and Axon (agents). Founded in 2015 with a team of 250+.

AI agent deploymentAI evaluationsAI model trainingcomputer visioncontact center intelligencedemand forecastingreinforcement learning environmentsworkflow automation

IvySys Technologies, LLC is a deep-tech company founded in 2005 and located in the Washington DC Metro area. It provides AI-powered software solutions and services that enable government and commercial organizations to rapidly discover threats and opportunities while safeguarding sensitive information, with mission expertise ranging from cybersecurity to countering weapons of mass destruction.

AI/ML advanced analyticsAI securityCloud Engineeringdata ingestiondata integrationfeature engineeringSynthetic data generation