DataElem
DataElem (北京数据项素智能科技有限公司) develops AI products and services for practical enterprise adoption. Its stated focus is helping organizations embed AI into operations, especially office work, through open-source AgentOps/LLM application tooling, document intelligence and customized delivery.
At a Glance
- Large enterprises and Fortune 500 organizations
- Government and public-sector organizations
- Financial services
- State-owned enterprises
- +2 more
AI Tools by DataElem
(1)
BISHENG
Open Source LLM App Platform
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Latest News
BISHENG 3.0 beta3 released with open API authentication.
BISHENG 3.0 beta2 released with DSH Desktop enterprise integration.
DataElem launched the DSH Desktop open-source desktop-agent product.
BISHENG 2.6 release introduced task mode and an enterprise AI workbench.
Products & Services
Open-source enterprise LLM DevOps/AgentOps platform for building, deploying and operating AI applications, with GenAI workflows, RAG, agents, model management, evaluation, SFT, datasets, enterprise administration and observability.
Visual drag-and-drop application orchestration framework supporting loops, parallelism, batch runs, branching, multiple inputs/outputs, report generation, content review and human-in-the-loop intervention.
High-precision document parsing model/component for scanned PDFs, images and complex layouts, including printed and handwritten text, layout, tables, formulas, reading order and seals.
General enterprise Agent/workbench that uses expert SOPs and guidance to decompose and execute complex tasks with multi-agent collaboration, live status, human input, feedback loops and versioning.
Market Position
DataElem positions BISHENG as an open, enterprise-oriented AgentOps/LLM DevOps platform focused on practical office and business workflows rather than a purely experimental tool. It competes with open-source and low-code LLM application platforms such as Dify and Langflow, and with enterprise agent/workflow products such as HiAgent; its differentiators are Chinese enterprise deployment, deep document parsing (ETL4LM), human-in-the-loop workflows, governance/security controls and paid implementation services.
Leadership
Founders
蔡斯扬 (Cai Siyang)
CEO and co-founder; graduated in Electronic Engineering from University of Electronic Science and Technology of China, has 15 years of enterprise-product experience, designed SageOne (a software-defined AI hyper-converged system), and previously led AI-computing/cloud and intelligent-document businesses at 4Paradigm and worked at Lenovo.
韩锋 (Han Feng)
曾征 (Zeng Zheng)
Executive Team
蔡斯扬 (Cai Siyang)
CEO and Co-founder
Electronic Engineering graduate; 15 years of enterprise product experience; previously led AI-computing/cloud and intelligent-document businesses at 4Paradigm and worked at Lenovo.
覃睿 (Qin Rui)
Co-founder; BISHENG open-source project lead/author
Identified in public conference coverage as a DataElem co-founder and BISHENG co-creator/project lead.
Founding Story
The core team came from 4Paradigm's intelligent-document product business and accumulated experience in intelligent documents and language models. The business separated from 4Paradigm in 2022 to operate independently, with an initial vision of extracting value from unstructured data and making AI applications genuinely useful in business workflows; the team describes 'AI for Everyone' and practical business value as founding motivations.
Business Model
Revenue Model
Open-source software distribution combined with paid enterprise commercial-extension suites, private deployment/support, customized AI product research and delivery, and partner/channel services. The official site says paying clients can contact the founding team directly.
Pricing Tiers
Apache-2.0 repository and free private deployment; the documentation says each company/organization receives one GPU-card authorization for the optional parsing component.
Additional compute authorizations, maintenance and enterprise capabilities.
Integrated product research and delivery for enterprise scenarios.
Target Markets
- Large enterprises and Fortune 500 organizations
- Government and public-sector organizations
- Financial services
- State-owned enterprises
- Industry-specific enterprise teams
- Developers and AI/automation partners
- Enterprise knowledge-base Q&A and customer service
- Document review and intelligent document processing
- Report generation and smart review
- Policy/regulation comparison and Q&A
- Support-ticket and meeting-minutes assistance
- Sales support, training and approval assistants
- 100+ cooperative enterprise clients
- 40+ Fortune 500 organizations
- Thousands of enterprise users