Chicago, October 7th / PRNewswire / -- Architect Financial Technologies Inc. (“Architect” or “the company”) today announced the launch of Architect Liquid Inference (“Liquid Inference”), a real-time auction platform for reasoning on large language models (LLM). On Liquid Inference, reasoning providers will submit competitive bids to serve the AI model, and each request will be awarded to the lowest bid that meets the buyer's requirements in terms of cost, intelligence level, latency, and data processing.
Liquid Inference applies the principles of market structure in regulated derivatives trading to AI reasoning, while providing users with a chat-based interface and standard LLM API. The platform delivers real-time order books, quotes by provider and by model, as well as settled transactions to account holders. Buyers can attach purchase rules to any request, including a maximum cost per task, the longest time for tokens to be issued for the first time, minimum throughput, approved regions, zero data retention, and whitelists for providers or models. Liquid Inference also supports an automatic routing function that can dynamically select the optimal model for specific work units.
Liquid Inference is compatible with all existing AI code tools and agent workflows. Buyers can use any client that is compatible with OpenAI or Anthropic, including the official SDK, as well as coding tools such as Claude Code, Codex, Cursor, and Cline. The platform will auction requests among all providers that quote for the listed models, lock in the highest price before generating the first token, and charge only based on the measured usage. Each task will generate a fixed receipt showing the winning provider, the price ceiling, the final cost, and the level of competition at the time of awarding the task.
Architect, the founder and CEO, stated: "Inference is rapidly becoming one of the largest expenses in every technology budget, yet it can still only be provided through static pricing and bilateral contracts." Liquid Inference brings the core tools of modern exchanges to every AI request: competitive quotes, transparent market data, and clear price limits. Developers can obtain the best prices without having to modify their code, while providers get a neutral platform to compete on cost and performance. Providers also have a channel to monetize their underutilized GPU clusters."
This launch expands the extensive business of Architect by integrating AI into financial services. The company is advancing the operation of American Innovation Exchange (“AI Exchange”); this exchange was acquired in May 2026 and is a designated contract market in the United States, aiming to become the first futures exchange dedicated to GPU computing futures and options, as well as AI supply chain commodities, although it is still subject to regulatory review. Architect also facilitates block trades of computing power through its CFTC Introducing Swaps Broker subsidiary, Architect Financial Derivatives LLC, and deals in over-the-counter swaps regarding computing and memory structures. With the introduction of Liquid Inference, Architect has added a spot market for inference, further expanding its AI trading and financial services suite.
Newly opened Liquid Inference accounts will receive an initial balance of reasoning tokens, allowing developers to send the first batch of auction requests immediately after registration. To obtain the API key, view the real-time order book, and apply to sell reasoning services on Liquid Inference, please visit https :// inference.ai.exchange.
About Architect
Architect Financial Technologies Inc is a multinational derivatives exchange group and electronic broker targeting the AI economy. The company offers American Innovation Exchange, which is the first U.S.-designated contract market specifically designed for GPU calculations and AI commodities, but it is still awaiting regulatory review. Architect Bermuda Ltd operates a traditional asset sustainable futures exchange that is regulated by the Bermuda Financial Services Commission. Architect Securities LLC is a Introducing Broker-Dealer registered in FINRA, providing securities and securities derivatives services that are regulated by SEC. Architect Financial Derivatives LLC is an independent Introducing Broker registered in NFA, offering futures, swaps, and options services that are regulated by CFTC. For more information, please visit architect.co.
Architect Financial Technologies Inc. The proposed products mentioned in this text will only be provided on the premise of complying with all applicable laws and regulations, and are subject to regulatory approval.
This communication is for informational purposes only and does not constitute advice, investment guidance, or legal opinion.
