Banfang builds production-grade AI agents and living knowledge bases that run entirely on your own servers or private cloud — powered by open models like DeepSeek, Qwen and Llama. Your data never touches a third-party API, and you own the models, the weights and the stack. For regulated teams in finance, legal and healthcare, that's the difference between an AI pilot and AI in production.
We do not pipe your data to OpenAI or Anthropic. We build on open models you can self-host, deploy on your own servers or private cloud, and hand you the weights — so your data never leaves and the system stays yours.
Run capable open models entirely on your own servers or private cloud. Your data never leaves your environment, and the weights are yours to keep.
Autonomous agents tailored to your workflows — they reason, call tools and self-correct, all running against your private models so nothing sensitive is sent to a third-party API.
Move beyond stale RAG. Let your private model actively maintain a company wiki that grows on its own — synthesized once and reused, never shipped to an outside API.
A human-like AI rep with memory and product knowledge — online 24/7, deployable on your own stack so customer data stays in-house.
Hand reporting, approvals, contracts, recruiting and data cleanup to AI, so people can do higher-value work — on infrastructure you control.
For regulated teams deciding where AI can help without putting data at risk — we map the use cases worth building first.
These are our own products and open-model reference builds — the capabilities we deploy on your servers. Figures below are from our internal benchmarks and demos, not claims about named clients.
Moss is our enterprise-grade autonomous AI Agent platform. Give it a goal — "do the Q3 competitor analysis", "triage and reply to these 200 emails", "run a company-wide database performance review" — and it breaks the task down, calls tools, produces the result, and reflects and self-corrects along the way. We deploy it on your own models and hardware, so the entire loop stays inside your firewall.
The biggest problem with traditional support bots is that every visit feels like the first. Agent Duoduo has a long-term memory system: it remembers what each customer asked before, bought before, and prefers. Combined with multi-turn reasoning, it is nearly indistinguishable from your best human rep — except it is online 24/7 and never quits. We deploy it on your own stack, so conversation data never leaves.
OpenClaw is a phenomenon in the 2026 open-source community — an autonomous AI assistant with 330K+ GitHub stars. Banfang packages private deployment, an enterprise permission gateway and industry skill extensions for mid- and large-size companies, so OpenClaw can do real work inside the firewall — not just be a developer toy.
Hermes is an open-source self-evolving AI Agent framework from Nous Research, built around persistent memory and automatic skill capture. On top of Hermes, Banfang builds an enterprise "AI memory hub": every conversation, task and document is continuously synthesized into an LLM Wiki and reusable skills, with one-click integration into Slack, Microsoft Teams and the IM tools you already use.
A reference growth Agent we build for retail teams: it analyzes omnichannel traffic in real time, auto-generates A/B copy, identifies high-value customers and reaches them at the right moment. It can make tens of thousands of micro-adjustments a day, turning manual operations into intelligent decisions.
A 60-minute deep dive to map the parts of your business most worth reshaping with AI.
A demoable proof of concept in 5 to 10 working days, validating feasibility and ROI on real data.
Full system build, integrated with your CRM / ERP / LLM Wiki / messaging tools — usable, stable, observable.
Pay-for-performance options plus monthly iteration, so your AI employees keep getting smarter.
Yes. We deliver fully private, on-premise deployments running on your own GPUs or private cloud, supporting open models such as Qwen, DeepSeek, GLM, Llama and Mistral, so your data never leaves your environment.
Absolutely — that is exactly what we are good at. The first conversation is free. In about half a day we help you map the 3 to 5 use cases most worth building, with a rough ROI estimate and a priority recommendation.
We use evaluation-driven development: every Agent ships with a real-world evaluation set, and it cannot go live until it passes the CI scoring gate. In production we add full monitoring, graceful degradation and human takeover, so it is genuinely production-ready.
Of course. Our 14-day MVP package proves value at minimal cost first, then scales once it works. Most clients start from a single use case.
We are smaller and more focused. Our team comes from frontier LLM companies and engineering teams — we understand both the cutting edge and how to actually get things done inside a company. We do not sell slide decks; we ship systems that run.
If your industry won't let you send data to a public API, you don't have to sit out the AI shift. Book a free architecture call and we'll map a private deployment for your stack.
📧 bd@thebanfang.com 📞 +86 187 0117 8691
