Labelbox vs Tencent

Annotate is the data labeling product within Labelbox, providing 10+ built-in editors for multimodal chat, LLM evaluation, prompt/response generation, computer vision and NLP, plus customizable labeling and review workflows and team performance monitoring.

Catalog is Labelbox's data curation and search product providing out-of-the-box search across images, text, video, conversations and documents over metadata, vector embeddings and annotations without building your own vector database infrastructure.

Labelbox's reinforcement-learning platform for developing, evaluating and deploying enterprise specialist agents, connecting RL environments, evaluation systems and a training loop that fine-tunes models from graded rollout trajectories.

Foundry runs third-party foundation models over data already in Labelbox to pre-label and enrich image, text and document datasets without code, routing the predictions to human review; billed as inference cost per model run plus Labelbox Units.

Horizon supplies RL training gyms and evaluations for reasoning, tool use and computer use, using WorldSim to simulate enterprise environments such as GitLab, Jira, CRM, email and chat and to produce calibrated reward and preference signals for post-training.

Alignerr is Labelbox's expert-network product that routes AI training and evaluation tasks to credentialed contributors across 200+ knowledge domains and 40+ countries and returns structured outputs for RL training, RLHF and evaluation workflows.

Terra is Labelbox's robotics data product delivering video, trajectories and multimodal annotations across pre-training, post-training and evaluation stages, including expert teleoperation with action labels and multiple camera perspectives for embodied foundation models.

Tencent's consumer assistant app for chat, search and document questions, built on the Hunyuan models.

AI knowledge-management workbench combining search, reading and writing over user-built knowledge bases.

Enterprise platform for building, orchestrating and deploying AI agents with retrieval, workflow and multi-agent frameworks and connectors to business systems.

AI coding assistant delivered as an IDE, editor plugins and a CLI for code completion, generation, review and unit-test creation.

Tencent Cloud's platform for training, fine-tuning and serving models.

Managed distributed vector database for storing, indexing and searching high-dimensional vectors, marketed as an external knowledge base for LLM applications.