If you're looking for another Appen alternative, Dataloop is worth a look. It offers data curation, model management, pipeline orchestration, and human feedback to speed up AI application development. Dataloop supports unstructured data like images, videos and text and offers automated preprocessing, model management and a marketplace for pre-trained models and pipelines. It also offers high security standards, including GDPR, ISO 27001 and others, if that's a concern for your enterprise AI project.
Another good option is LastMile AI, which is geared for productionizing generative AI applications. It includes features like Auto-Eval for automated hallucination detection, RAG Debugger for performance optimization and AIConfig for prompt and model parameter optimization. The platform supports a range of AI models for text, image and audio modalities and offers a notebook-like environment, Workbooks, for prototyping and app development. It also comes with a wealth of support resources and a dedicated team to help you, so it's a good option if you want a one-stop-shop for productionizing generative AI.
If you're looking for a platform that puts a premium on training data quality and model deployment, check out SuperAnnotate. It's got a customizable interface for a broad range of GenAI tasks, sophisticated AI, QA and project management tools, and a global marketplace of vetted annotation teams. SuperAnnotate supports images, videos, text and audio data, and has a strong focus on data security and privacy. The platform is designed to accelerate AI development while maintaining quality and accuracy, so it's a good option for those who need serious data handling and model deployment abilities.