Thailand-based consumer goods company Osotspa has deployed two enterprise AI systems: OsotSphere, a Thai-language generative AI assistant and an AI-driven Marketing Mix Modeling engine that integrates more than 700 business signals to optimize marketing investment
Both leverage generative AI and machine learning on Amazon Web Services. They were deployed to reinvent how Osotspa’s workforce makes decisions.
For more than 135 years, Osotspa has built Thailand’s most recognized consumer brands and a diverse portfolio of beverages, personal care, and food products. Today, the company is harnessing AI on AWS to transform how it makes decisions—from marketing investment to daily employee workflows.
Osotspa’s internal enterprise AI platform, OsotSphere, gives employees across the organization access to generative AI.
Starting with the company’s Statement of Authority (SoA) approval matrix and policy content, the platform enables employees to query complex business knowledge—including internal policies, approval frameworks, and operational procedures—using natural language in Thai. OsotSphere returns accurate, contextual responses with citations, reducing reliance on manual reporting and repetitive inquiries about approval authority.
The platform demonstrates strong logical reasoning capabilities in Thai, a differentiator that enables Osotspa’s workforce to interact with AI natively.
OsotSphere has resolved 1,450 queries per month and shifted how employees access institutional knowledge. Questions that once required navigating multiple teams for a response are now answered instantly in Thai with cited sources, turning a bottleneck into self-service and freeing teams to act rather than wait.
Osotspa also built its AI-powered Marketing Mix Modeling (MMM) platform on AWS. The platform uses multiple machine learning methods with explainability features to help marketing teams see exactly which levers drive growth and reallocate investment with confidence rather than intuition – the equivalent of polling a panel of AI experts with different specialisms rather than relying on one analyst’s opinion.
Since deploying the platform, Osotspa’s marketing teams have used AI-generated insights to optimize trade promotions, reallocate media investment, and identify new growth drivers in Thailand and across Cambodia, Laos, Myanmar, and Vietnam.
In February 2026, nine business groups came together in a cross-functional workshop to define where AI could solve their hardest problems.
The results are already visible. Chatbots handle customer engagement, optical character recognition automates document processing, and machine learning drives whitelisting and order recommendations across the supply chain.
