Strengthening Network Operations Knowledge-Base through Locally-Hosted Generative AI
LLMNetOps is an ISIF Asia 2025 project by Universitas Brawijaya aimed at addressing the AI-literacy gap among network operations professionals in IDREN (Indonesia Research and Education Network) member institutions.
Many IDREN member institutions struggle to adopt AI-supported network management due to limited staff, uneven expertise, and reliance on undocumented knowledge. Most administrators lack training, confidence, and tools that respect data privacy—creating an AI-literacy gap.
This project builds foundational AI knowledge, fosters peer collaboration, and promotes locally-hosted open-source LLMs as privacy-aware solutions tailored to institutional needs.
Understanding the AI adoption barriers in network operations
Many institutions operate with small IT teams who lack bandwidth to explore and implement new technologies like AI.
Technical knowledge varies significantly across institutions, creating disparities in AI adoption readiness.
Critical operational knowledge often exists only in the minds of experienced staff, making AI-assisted documentation crucial.
Institutions are rightly concerned about sending sensitive network data to cloud-based AI services.
Most administrators have not received formal training on AI technologies and their practical applications.
Without hands-on experience, staff lack confidence to evaluate and adopt AI solutions.
How LLMNetOps aligns with ISIF Asia's strategic themes
Training and empowering network professionals with AI literacy and practical skills for implementing privacy-aware LLM solutions.
Introducing contextual AI applications for infrastructure operations—moving beyond general productivity to specialized technical support.
Enabling institutional transformation through privacy-first AI adoption that respects data sovereignty and institutional autonomy.
Supported by leading organizations in the Asia-Pacific region
LLMNetOps is funded by the APNIC Foundation through the ISIF Asia 2025 grant program — an initiative that supports projects developing ICT solutions in the Asia-Pacific region, with a focus on innovation, capacity building, and community development.
View project on APNIC Foundation →
The project is implemented by Universitas Brawijaya, Indonesia — leading research, curriculum development, and workshop delivery for IDREN member institutions.
Indonesia Research and Education Network (IDREN) member universities participate as pilot sites and beneficiaries of the LLMNetOps training and deployment program.
Join us in building privacy-first AI capabilities for network operations