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Creole Studios Brings Private LLM Deployment to Southeast Asia at Tech Week Singapore 2026
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Most companies adopting AI today reach it through someone else's API. It is the fastest way to start, and for plenty of workloads it is the right answer. But it means company data leaves the company's own environment, model behaviour is set by a vendor, and the bill scales with every call rather than with infrastructure the business already owns. For organisations in regulated sectors or any business whose advantage sits in its proprietary data that trade-off has become harder to justify.
Creole Studios works on the other side of that line. At Tech Week Singapore 2026, the engineering studio will show how mid-market companies can deploy large language models inside their existing AWS accounts, with the inference infrastructure, retrieval pipelines and application layer built and hardened for production.
Working inside a client's existing AWS account, Creole Studios designs and deploys the inference infrastructure a model needs, the data and retrieval pipelines that feed it, and the applications and workflows built on top. The model runs on the customer's own infrastructure, under the customer's own security controls, against the customer's own data. Nothing leaves the account.
At Tech Week Singapore the studio will cover:
- Custom application development on AWS, and scaling through third-party integrations
- Deployment of large language models inside customer-owned AWS accounts
- AWS AI services, data and inference pipelines, and workflow orchestration
- Infrastructure automation and cloud-native architecture
- Proof-of-concept builds through to production-grade AI/ML, web and mobile applications
"Every company we speak to wants the AI advantage. Almost none of them want to hand their data to somebody else to get it," said Mr. Anant Jain, Founder and CEO of Creole Studios. "Running a model inside your own AWS account is not exotic any more , the tooling is there. What most teams are missing is the engineering time to do it properly: the pipelines, the integrations, the workflow automation and the production hardening. That is the work we take on."
Creole Studios engages on a fixed price against a defined business problem rather than billing engineering time by the hour a deliberate contrast to the staff augmentation model common among offshore engineering firms.
Creole Studios exhibits under Cloud & AI Infrastructure at stand [5-E25]. Tech Week Singapore 2026 runs at Marina Bay Sands on 29–30 September 2026, co-locating Cloud & AI Infrastructure, DevOps Live, Cyber Security World Asia, Big Data & AI World and Data Centre World.
About Creole Studios
Creole Studios is a software engineering studio working with growing startups and mid-market companies worldwide. Bootstrapped and founder-led for over twelve years, the 75+ person team delivers cloud and AI engineering on AWS, custom application development, data engineering and DevOps consulting. The company operates its head office in Austin, Texas, its development centre in India, and sales offices in Hong Kong and Germany. Learn more at creolestudios.com.
Media contact
Parth Bari, Sr. Marketing Executive, Creole Studios
marketing@creolestudios.com
