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Lightly: Help ML teams label the right data. It is listed under Data & Analytics on AI Registry as a paid tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Lightly. This is an automatic list. We have not written a researched verdict for Lightly yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
Create custom NLP models
NuMind builds vision language models that turn documents into structured JSON and clean Markdown. Its flagship model family, NuExtract, handles two jobs: structured information extraction from files such as forms, contracts and claims, and OCR style content extraction. The company runs these models inside its own SaaS ...
Classify Anything
Nyckel is a hosted machine learning platform for building classifiers and detectors from labeled examples and calling them through an API. A team uploads samples, Nyckel trains a model automatically, and the model returns predictions with confidence scores. Feedback from real predictions can be fed back in so the model...
The fastest way to ship airtight AI
Openlayer is an AI governance and observability platform for regulated enterprises. It gives organizations one place to test, monitor and govern the models, agents and copilots they run, with the aim of producing audit ready evidence for each system. The platform is organized in layers. Discovery builds an organizatio...
AI-Powered Optical Consulting & Software
Photonium is an optical design automation company that pairs AI with software and engineering consulting for lens and optical system design. This listing is filed under image tools, but the product is engineering software for optics rather than a photo or image generation service. Its software, Photonium Insight, take...
Open-source agents to build predictive ML models from a prompt
Plexe is an applied AI lab and platform that builds production AI agents and machine learning models into a customer's product. Rather than selling seat based software, its senior engineers are embedded with the customer's team to scope, build, evaluate and deploy an agent, then hand it over. The vendor states that the...
Reliable and safe data engineering and data science agents
Alkera is an agentic data platform that brings data engineering, analysis and data science into shared, multiplayer workspaces where people and AI agents work side by side. Teams chat with the Alkera agent, build analyses in SQL and Python notebooks, and publish the results as interactive dashboards in which changing a...