What we are not
- Not a middleman reselling model APIs
- Not slide-deck consultants who hand over a PPT and walk away
- Not "AI researchers" chasing the latest hype
- Not a "solutions vendor" that lives off big-name endorsements
An AI veteran founded in Hangzhou in 2018. The name "Banfang" means "one half": one half is belief — we believe AI will reshape most industries — and the other half is engineering — the rigorous discipline that turns that imagination into reality.
We do not chase demos that look good but do nothing. We care about systems that run in production and earn a renewal.
Evaluation sets, monitoring, rollback, graceful degradation, auditing — we make these the foundation of every AI project.
Every project we take on should become a capability that stays inside the client, not a one-off transaction.
The founding team came from leading internet firms and AI labs, starting out in NLP, conversational AI and search ranking. We were among the earliest teams exploring "enterprise conversational intelligence."
Over these years we pushed semantic search, intent recognition and FAQ bots as far as they could go. We also felt, firsthand, the ceiling of "traditional NLP" in real business, and began studying large language models in earnest.
The month GPT-3.5 came out, we shut down a still-profitable legacy NLP product line and moved our entire engineering core onto large-model Agents. That year, we made the right call.
We got a long-term-memory support system running on-site at a retail client, and the human handoff rate dropped 58% in the first week.
It started with one enterprise client asking "can you write our competitor report automatically every week?" From there, Moss grew into an autonomous Agent that handles hundreds of real-world tasks.
Our work now spans six industries: retail, finance, manufacturing, legal, education and SaaS. Median annual revenue per client crossed the seven-figure mark.
We are combining Moss's autonomy, Hermes's memory and skill accumulation, and the LLM Wiki paradigm proposed by Karpathy into an "AI employee operating system" that every company can afford. Come join us, or become our 100th client.
Email or call us anytime. We would love to meet fellow travelers.
📧 bd@thebanfang.com 📞 +86 187 0117 8691