Application
Apps & UIsAgents & Orchestration
Bisheng
1Open 2LLM 3devops 4platform 5for 6enterprises
the six Ws · specification
W1
Who
DataElement develops Bisheng as an open-source enterprise LLM devops platform.
W2
What
A visual workflow platform for building GenAI applications, RAG pipelines, agents, and model evaluation at enterprise scale.
W3
Where
Self-hosted via Docker, used by Fortune 500 companies and industry organizations.
W4
When
Actively developed since 2023, with continued releases through 2026.
W5
Why
Gives enterprises a unified, flowchart-based way to orchestrate LLM workflows, manage models, and evaluate outputs.
W6
With
Supports pluggable LLM providers, vector stores, and supervised fine-tuning pipelines.
W7
Watch
Open-source on GitHub, self-hosted, enterprise data and models remain on the deployer's own infrastructure.
llmopsworkflowragagententerprise