Convergence Proxy AI
Overview
An AI agent platform enabling autonomous task execution across dynamic digital workflows.
Convergence AI is a London-based AI research lab developing 'Proxy', an autonomous agent designed to navigate and automate complex web-based workflows. Utilizing Large Meta Learning Models (LMLMs), Proxy adapts to dynamic interfaces, manages multi-step processes, and learns from user interactions to enhance performance over time. The platform aims to transform digital work by enabling agents that can perceive, reason, and act with human-like adaptability. In May 2025, Salesforce announced its acquisition of Convergence to integrate its technology into the Agentforce platform, enhancing AI-driven customer interaction and productivity solutions.
AI Agent Store research
What the evidence says about Convergence Proxy AI
Convergence Proxy is a web-browsing agent family. The clearest currently reproducible public artifact is Proxy Lite, a 3B vision-language web agent with an open repository, downloadable weights, a command-line runner, and a Streamlit interface. Proxy Lite is a smaller, noncommercially licensed counterpart to the hosted full Proxy rather than a general foundation model or a conventional browser extension.
Last reviewed September 20, 2026
Verified capabilities
- Visual web-task execution
Proxy Lite uses browser screenshots, page text, and tool schemas to observe a page, reason about the next step, and issue browser actions over multiple steps.[1], [2]
- Local browser-agent runner
The repository includes a CLI, a Streamlit web interface, and a configurable Python Runner that can swap the environment, solver, model endpoint, and execution limits.[1]
- Self-hostable open weights
Convergence publishes the Proxy Lite vision-language weights and documents serving them through vLLM behind an OpenAI-compatible endpoint.[1], [2]
Where it fits best
Buying and deployment notes
Proxy Lite's repository and model weights can be downloaded without a listed purchase price for noncommercial use under CC BY-NC 4.0. Compute, browser infrastructure, and hosting are separate; the checked public sources do not establish a current price for the hosted full Proxy product.[1], [2], [3]
Platforms: Python command-line interface, Streamlit web interface, Python Runner, Hugging Face model weights, OpenAI-compatible model endpoint[1], [2]
Deployment: Self-hosted browser runner, Self-hosted vLLM endpoint, Small-scale shared demo endpoint[1], [2]
Important considerations
- Proxy Lite is licensed CC BY-NC 4.0, so its public code and weights are not a drop-in option for commercial use without separate permission.[2], [3]
- The project's shared demo endpoint is explicitly not suitable for production or frequent hobbyist use; serious use requires hosting the model endpoint and browser runner yourself.[1]
- The official model card advises against high-stakes or safety-critical actions, unauthorized scraping, untrusted websites, and regulated workflows without additional safeguards.[2]
Sources and research method (3)
We record only claims tied to public sources checked by our team or listing workflow. Counts above are derived directly from this profile, not a subjective rating.
- Convergence Proxy Lite GitHub RepositoryGitHub · checked 2026-09-20
- Convergence Proxy Lite 3B Model CardDocumentation · checked 2026-09-20
- Convergence Proxy Lite CC BY-NC 4.0 LicenseGitHub · checked 2026-09-20
Autonomy level
82%
Comparisons
Custom Comparisons
Some of the use cases of Convergence Proxy AI:
- Automating complex, multi-step web-based tasks and workflows.
- Enhancing productivity by delegating routine digital operations to AI agents.
- Developing adaptive AI solutions that learn from user interactions.
- Integrating AI agents into enterprise systems for improved efficiency.
- Researching and building general-purpose AI agents with long-term memory capabilities.
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Popularity level: 69%
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