The Enterprise AI Fabric for Regulated and Data-Sensitive Environments
Solveworx T-Flux AI™ is an enterprise-class AI orchestration and management suite that enables organizations to deploy, govern, and scale multiple Large Language Models (LLMs) securely within their own data perimeter — either on-premises or within the enterprise’s private cloud or data estate.
What this means
At its core, T-Flux AI™ is a modular Java-based application framework designed to load and manage multiple LLMs — across formats such as GGUF and Safe-Tensor — simultaneously inside a controlled environment. This allows financial institutions, governments, and large enterprises to leverage AI’s full power without data ever leaving their infrastructure.
Multi-Model Intelligence Orchestration
Unlike single-model systems, T-Flux AI™ can host and coordinate multiple private or vendor LLMs concurrently so that incoming user or system prompts are processed by the T-Flux Core Engine, which applies its proprietary computational selection logic to distribute queries across available models, analyze the returned responses, and synthesize the most accurate, complete, and compliant composite output.
In effect, the T-Flux Core acts like a panel of expert AIs, evaluating and reconciling their individual insights to produce a unified, optimal response — every time.
Integrated with T-Flux LangChain™
Embedded within the suite is T-Flux LangChain™, a full-stack enterprise integration layer that powers retrieval-augmented generation (RAG), agentic AI workflows, and secure interoperability with enterprise data systems, APIs, and knowledge stores.
LangChain enables organizations to connect LLMs with structured and unstructured internal data, ensuring responses are grounded in the company’s own IP, policies, and governance frameworks.
