Build and Deploy Production-Ready Agents at Enterprise Scale

OpenTrek is an end-to-end agent development platform that empowers enterprise developers to build across data, development, deployment, and operations. It provides agent development, runtime, operations, model training and inference, along with the gateway and execution environment.

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Solutions

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Orchestrate Intelligent and Autonomous Agents in Your Organization

  • Rich Scenarios

    Deploy faster with out-of-the-box role templates for various use cases such as R&D, financial and tax management, city operations, and more.

  • Secure and Controllable

    Run agents stably and securely in sandboxes 24x7 with self-evolving based on long-term and short-term memory.

  • Asset Accumulation

    Manage six types of AI assets (character templates, knowledge bases, skills, memory, tools, and prompts) centrally in one platform, and quickly turn workflows into reusable skills in Skills Hub.

Transform Dormant Data to AI-ready Knowledge Base for your organization

  • Visible

    Ingest and manage heterogeneous data from different sources through high-performance integration modules.

  • Understandable

    Understand and parse documents, tables, and business with accuracy.

  • Regeneration

    Transform data into AI-ready knowledge bases and datasets.

Large-scale Model Training and Efficient Fine-tuning

  • Multimodal training

    Perform model training on foundation models, industrial models, and sovereign models that support text, image, video, and audio.

  • Fine-tuning algorithms

    Reduce fine-tuning costs with built-in SFT, RL, and LoRA, and proprietary PVPO/VCRL.

  • Efficient model evaluation

    Evaluate models in multi-dimensions with root cause analysis and improvements on bad cases, achieving up to 95% human-AI evaluation consistency**.

* Based on internal testing under specific workload conditions. Actual results may vary.
** Measured under controlled benchmarking conditions. Results may vary depending on model, data, and use case.

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