LoLR.AI: full-stack Sovereign AI — professional, dedicated, and committed

Pain points

Social science faculty juggle literature searches, material organization, paper writing and teaching preparation. Repetitive tasks consume research time, while unpublished topics and sensitive fieldwork data are unsuitable for public-cloud upload.

Solutions

Process literature, field recordings and lecture data entirely locally, with built-in research and teaching experts working together. Continually learn from interview recordings and handouts to build a dedicated humanities and social science assistant.

Built-in super agents

Research Topic and Literature Review Expert

Generate research directions and literature reviews

Generate structured research questions and defensible topics, then synthesize the field into formal literature reviews. Includes Research Topic Assistant and Literature Review Assistant

Academic Writing and Language Editing Expert

End-to-end paper writing and Chinese/English editing

Support humanities and social science writing from material analysis and outlines to section drafting and academic standards checks, with Chinese/English editing and source proofreading. Includes writing, language editing, source proofreading and staged long-form delivery

Policy Research and In-Depth Report Expert

Policy research and long-form reporting

Search public data, outline and write long-form reports, and conduct multi-perspective research on policy, regional development, industrial policy and social governance. Includes public data search, policy outlines and reports, multi-perspective research and tax knowledge queries

Teaching Design and Classroom Support Expert

Generate teaching materials and presentations

Prepare materials, course structures and handouts for teaching and training goals, generating challenging counterarguments and PPT/HTML presentations. Includes material preparation, critical questioning, PPT outlines and HTML presentations

Research Review and Data Support Expert

Peer review, reviewer responses and data analysis

Review Chinese/English papers, submissions and theses, draft point-by-point reviewer responses, and support interview transcription and R/Python analysis. Includes humanities/social science peer review, reviewer responses, transcription and data analysis

More to come…

Built-in agent platform

Local large models

LoLR Large Model Logos LoLR
Qwen 3.8 27B
Qwen 3.6 35B
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Agent Factory

LoLR Agent Operating System · LoLR.AI OS
LoLR Agent Factory · LoLR.AI Harness
Local database integration
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Agent Marketplace

Add-on super-agent subscriptions
Add-on professional knowledge subscriptions&Skills library
Local knowledge-base integration
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Regular updates

Keep indicator, knowledge, and Skills libraries up to date
Offline package updates supported
Online OTA remote updates supported
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Compatible dedicated devices

Value in practice

Multiplying efficiency

Advance search, writing and lesson preparation in parallel, freeing faculty from repetition to focus on research.

Higher quality

Support every stage from topics and reviews to writing and assessment, with more rigorous arguments and standardized output.

Privacy isolation

Physically isolate unpublished topics, field recordings and lecture data; research results are not uploaded to the public cloud.

Selected clients

Tsinghua University Institute for Contemporary China Studies

The Institute for Contemporary China Studies is a key Tsinghua University institution researching national conditions and development strategy, supporting economic think-tank decision research. The partnership covers private economic research corpora, intelligent decision reasoning and professional AI computing, applying the AI Assistant for Social Science Educators to improve literature review, material organization and content production.

Renmin University of China School of Finance

Renmin University’s School of Finance is a major Chinese teaching and research center in public finance and finance, with sustained work in areas such as international taxation. The partnership covers private corpora, frontier international tax research and professional AI finance and tax applications, bringing the assistant into teaching and research to support cases, materials and content production.

China University of Political Science and Law, School of Criminal Justice

The School of Criminal Justice at China University of Political Science and Law specializes in criminal law teaching and research. The partnership covers private legal corpora, frontier cross-border legal research and professional legal AI applications, using the AI Assistant for Social Science Educators to improve search, literature organization and content production in legal teaching and research.