What is Syntax?

The Problem Syntax Solves

AI usage is exploding. Whether you use AI for coding, as a personal assistant, for media generation, or to power novel agentic products, compute and token costs add up quickly. As models become more capable, utilizing them at scale becomes increasingly expensive.

As businesses increasingly integrate AI agents into their core workflows, and with per-task token consumption being highly unpredictable, they introduce a volatile and escalating OpEx component that can threaten the viability of entire business models.

Privacy and compliance present another major hurdle. With foundational model providers expanding into diverse domains, from healthcare to legal to finance, companies risk exposing proprietary data, code, and business logic, which could inadvertently be used to train a competitor's model. Additionally, strict data sovereignty laws often prohibit organizations from passing sensitive information through off-the-shelf commercial APIs.

Finally, efficiently deploying and scaling the latest high-performance OSS models is a complex engineering challenge. Even with the assistance of AI, building out this infrastructure remains inaccessible to many companies lacking specialized MLOps and systems-level talent.

Syntax's Solution

The integration of Syntax and dUX addresses these three core issues from the ground up.

Syntax operates as a built-in application within dUX, designed to instantly and effortlessly deploy OSS and proprietary AI on local, private, or fully managed compute resources. It supports a vast catalog of models across dozens of categories, each pre-configured for either low-latency or high-throughput efficiency across a wide array of hardware architectures. Syntax natively supports high-performance deployments via SGLang, vLLM, Triton, llama.cpp, and Whisper.cpp, automatically routing each model to its most suitable inference engine, with automatic scaling from 0 to infinity already wired-in.

Unlike token-based APIs, dUX charges exclusively for the hourly usage of underlying compute resources. Billing is completely decoupled from token consumption or API calls, insulating you from the unpredictable behavior of autonomous AI agents. You pay only the base infrastructure costs of the chosen cloud provider + dUX's premium, with the Syntax platform itself provided at zero additional costs!

Because costs are strictly capped by the hourly rate of the provisioned hardware, businesses can accurately forecast their cloud expenditures, transforming unpredictable OpEx into a known, manageable expense.

Furthermore, Syntax and dUX guarantee absolute privacy. Clients act as the sole administrators of any provisioned resources. Native integration with your own secrets management systems creates a strict technical guarantee — rather than a reliance on vendor trust — ensuring that neither our team nor any third party can access your infrastructure or data.

Finally, by allowing clients to select specific cloud providers and regions, and by fully supporting deployments on private, on-premise, or even air-gapped infrastructure, Syntax enables organizations to harness frontier AI capabilities while maintaining strict compliance with all local and industry regulations.

Where to Start

• New to Syntax? Continue with How it works.
• Ready to install? Pick your platform under Getting Started.