TLDR: Malaysian business leaders, notably Juwai IQI, are advocating for the adoption of local, open-source AI solutions hosted on company servers. This ‘go local’ strategy aims to significantly reduce operational costs, enhance data privacy and security, foster job creation, and enable customization to local languages and cultural nuances, moving beyond a sole reliance on global models like OpenAI’s ChatGPT-5.
Malaysian business leaders are increasingly championing a ‘go local’ approach to artificial intelligence (AI) adoption, advocating for the use of homegrown and open-source AI solutions hosted on company servers. This strategy is driven by a multi-faceted vision to reduce operational costs, bolster consumer data protection, and stimulate job creation within the nation.
According to insights released by Juwai IQI, a prominent real estate technology group, a typical large Malaysian company could realize annual savings of up to RM1.7 million by embracing local AI models, depending on usage rates. Kashif Ansari, Group CEO of Juwai IQI, emphasized the critical balance between leveraging AI for competitive advantage and managing its associated costs. “You fall behind if you don’t use artificial intelligence, but costs can grow quickly. By ‘going local,’ a typical large Malaysian company can save up to RM1.7 million per year, depending on usage rates. You also get the benefits of data privacy and security, customisation, and automation,” Ansari stated.
The ‘going local’ philosophy involves deploying open-source AI models directly on a company’s own servers, thereby circumventing the need to transmit sensitive data to overseas providers. Ansari noted that while global models like OpenAI’s ChatGPT-5 are still utilized, they constitute only a fraction of their AI requirements, with most business functions being adequately served by self-hosted open-source alternatives.
A significant aspect of this initiative is the prioritization of data protection. Juwai IQI, for instance, ensures that sensitive customer information, such as homebuyers’ identification documents, remains exclusively on local servers and is never uploaded to external cloud platforms. This practice is crucial for limiting potential data misuse and ensuring compliance with Malaysia’s Personal Data Protection Act (PDPA).
Beyond cost savings and data security, the local AI movement is also seen as a catalyst for job creation, challenging the common apprehension that AI will displace human workers. Juwai IQI, contrary to this fear, is actively expanding its workforce, viewing AI as a ‘force multiplier’ that enhances individual productivity. The company has established an AI Task Force, creating new roles such as AI Research & Development Lead, Automation & Workflow Architect, Generative Content Specialist, AI Productivity Engineer, Data & AI Ethics Officer, and Real Estate AI Solutions Manager.
Furthermore, local hosting facilitates the customization of AI models to better understand Malaysia’s diverse linguistic landscape, including Malay, Mandarin, and English, along with local slang and cultural nuances. This allows for the integration of industry-specific terminology, leading to more accurate and relevant AI applications.
This push for local AI aligns with broader national objectives. Prime Minister Datuk Seri Anwar Ibrahim has underscored Malaysia’s commitment to digital transformation and AI, emphasizing that progress must be driven by local expertise and reflect unique national needs and values. He highlighted that fostering innovation and supporting homegrown talent can reduce reliance on external technologies and ensure data sovereignty. The government’s vision includes supporting small and medium-sized businesses in deploying AI for efficiency and encouraging larger firms to embed AI into their core operations. Initiatives are also underway to establish more AI Centres of Excellence locally and develop an AI-fluent workforce.
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Malaysia aims to become an AI-driven nation by 2030 under the 13th Malaysia Plan, with a focus on modernizing governance, improving service delivery, and combating corruption. This comprehensive national strategy, coupled with the private sector’s ‘go local’ advocacy, signals a robust and integrated approach to harnessing AI for Malaysia’s economic growth and digital sovereignty.


