TaiwanManufacturing2025 – ongoing

ASUS

Internal AI Hub for document and knowledge work

ASUS reported more than 30% efficiency gains from its internal AI Hub

WorkingCompany's own claimOfficial ↗

Problem

Employees needed access to company knowledge while keeping sensitive business data inside the organization.

Approach

ASUS deployed its own AI Hub internally across more than 10,000 employees. The on-premises platform combined open-source language models with document retrieval and departmental assistants. Managers could also ask business questions in natural language.

Results

>30%efficiency gain reported by ASUS for internal AI Hub useCompany's own claim[1]

>10,000employees across whom ASUS said the platform had been proven internallyCompany's own claim[1]

Takeaway

ASUS reported an aggregate efficiency gain without disclosing a task-level measurement method.

Sources

ASUS Unveils Game-Changing Liquid-Cooled AI Infrastructure Powered by NVIDIA Vera Rubin Platform
ASUS17 Mar 2026Company publication
ASUS Accelerates Digital Transformation with All-New Enterprise AI Solutions at Computex 2025
ASUS19 May 2025Company publication

Source summaries

[1]ASUS17 Mar 2026

ASUS described internal deployment of AI Hub and its document and business-information applications. It reported more than 30% efficiency gains and internal use across more than 10,000 employees.

[2]ASUS19 May 2025

ASUS introduced AI Hub as an enterprise platform combining language models with locally stored information. It described custom assistants and retrieval-based document tools.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026