The Red Hat Ecosystem Catalog is the official source for discovering and learning more about the Red Hat Ecosystem of both Red Hat and certified third-party products and services.
We’re the world’s leading provider of enterprise open source solutions—including Linux, cloud, container, and Kubernetes. We deliver hardened solutions that make it easier for enterprises to work across platforms and environments, from the core datacenter to the network edge.
We started Embedded LLM with a simple goal: make AI practical, fast, and accessible to everyone.
Frustrated by the complexity and cost of deploying large language models, we built JamAI Base—a no-code platform that lets businesses embed LLMs into their workflows in minutes, not months.
Born in Singapore and Kuala Lumpur, our team is redefining how AI is built and used—locally, securely, and efficiently. We’re also growing a community of builders through events like vLLM Asia Developer Day, pushing the edge of what’s possible.
AI shouldn’t be distant. That’s why we’re embedding it.
Embedded features JamAI Base, a no-code platform with a highly intuitive spreadsheet-like interface that empowers everyday business professionals to build, test, and deploy AI solutions in "minutes, not months". It eliminates the IT bottleneck by making AI development as simple as managing a to-do list.
Through its TokenVisor control plane, Embedded provides the essential financial guardrails that leaders need to confidently approve AI investments. It dictates "who can use which models for how many tokens at what cost," giving business owners precise control over token metering, access, and cost allocation to prevent unpredictable budget overruns.
Unlike standard AI chat interfaces that only handle real-time ad-hoc queries, Embedded acts as a "workflow autopilot". It allows teams to break down complex business tasks into individual steps—just like a project manager—and schedule them for automated batch or recurring execution.
EmbeddedLLM ensures that expensive GPU infrastructure is fully utilized by optimizing workloads to squeeze out peak performance. This significantly reduces latency and the overall cost per token, transforming chaotic infrastructure investments into profitable AI services.
We operate in the following regions and countries, providing local expertise backed by worldwide resources.
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