EntangleIT is active in the AI agent ecosystem through both professional services and open-source contributions. The company specializes in building RAG-enabled chatbots and integration layers for the Swarms Agent AI framework, which focuses on orchestrating multiple agents to solve complex tasks. By contributing to this framework, EntangleIT helps define the standards for how agents interact with external data and each other.
Their work on Memento is particularly relevant for the future of agentic infrastructure, as it introduces version control to conversational states. This provides a critical layer of auditability and reliability for developers building autonomous agents. EntangleIT sits at the intersection of agent logic and the developer tools needed to manage that logic, championing a more disciplined, engineering-first approach to the agent stack.
EntangleIT is a software engineering studio based in Ottawa, Canada, focused on the intersection of generative AI, distributed systems, and blockchain technology. Founded in 2017 by Richard Hein, the company represents a transition from two decades of traditional full-stack architecture to specialized AI agent development. The organization primarily operates as a high-level consultancy and R&D lab, building the underlying infrastructure required for persistent, reliable AI agents.
Hein, who has nearly 30 years of experience in software development, leads the technical direction. His background includes roles as a generative AI tech lead at Cognilore and a senior AI engineer at Roofstock. This professional experience informs EntangleIT's focus on practical, industry-specific agent implementations rather than abstract research. The company's projects frequently involve retrieval-augmented generation (RAG) and the integration of AI models into enterprise workflows like Slack or proprietary knowledge bases.
One of the most distinct technical contributions from EntangleIT is Memento, a system for Git-controlled conversational AI. This project addresses a primary challenge in the agent ecosystem: the lack of versioning and reproducibility in AI interactions. By applying the principles of Git to conversational states and agent logic, Memento provides a mechanism for developers to track, audit, and roll back agent behaviors. This approach treats AI memory as code, a necessary shift for companies moving from experimental pilots to production-ready deployments.
The studio also contributes to the Swarms Agent AI framework, providing an open-source generative AI chatbot with RAG capabilities. This work demonstrates EntangleIT's focus on the middleware layer of the agent stack, where models are connected to data sources and execution environments. Their involvement in the Swarms ecosystem highlights a commitment to collaborative, modular agent design rather than siloed, monolithic applications.
EntangleIT has demonstrated the utility of agents in specialized vertical markets, particularly real estate. During Hein's tenure at Roofstock, the studio developed AI conversation agents designed to integrate with Slack. These agents were not just basic chat interfaces; they were connected to deep knowledge bases to assist with property data and real estate transactions. This work illustrates the company's philosophy that agents are most useful when they have high-fidelity access to vertical data and are embedded where users already work.
Beyond pure AI, the company maintains a strong interest in blockchain and decentralized infrastructure. This includes work on peer-to-peer GPU marketplaces and Bitcoin micropayments for digital services. As AI agents begin to require their own economic identities and computing resources, EntangleIT's dual expertise in blockchain and AI positions it to build the payment and resource-provisioning layers that agents will eventually need. The company remains a lean, founder-led organization that prioritizes technical depth and architectural integrity over aggressive marketing or rapid headcount expansion.
A Git-controlled conversational AI platform.
EntangleIT is hiring.