WHAT WE BUILD · Products & reference builds

This is what we build,
running on your own infrastructure

Below are our own products and open-model reference builds — the systems we deploy privately for you. Every figure is from our internal benchmarks and demos, not a claim about a named client.

OUR PRODUCT · MOSS

Moss · the autonomous AI employee we deploy privately

Moss is our in-house enterprise-grade autonomous AI Agent platform, comparable to "do-it-yourself" products like OpenAI Operator and Manus, but deeply adapted to real enterprise systems and deployed on your own models and hardware.

Give it a fuzzy goal — "do the Q3 competitor analysis", "follow up on these 200 sales leads", "get to the bottom of last night's batch of database alerts" — and it breaks the task down, calls tools, searches the web, writes code and runs queries, reflecting and self-correcting along the way, then hands you a finished result. The whole loop stays inside your firewall.

Technical highlights: multi-step planning x tool use x browser operation x code interpreter x reflection and replanning x human-in-the-loop takeover.

98.6%Task success (internal eval)
3.2×Output in pilot demos
$950K+Modeled annual labor savings
14 daysTo a working pilot
Moss AI autonomous task execution interface
OUR PRODUCT · AGENT DUODUO

Agent Duoduo · AI customer service that remembers and feels human

Most "smart" support bots are like goldfish — every visit feels like the first time they have met you. Agent Duoduo has a long-term memory system: it remembers what each customer asked before, bought, returned and complained about.

Add multi-turn reasoning, emotion awareness and tone adjustment, and it is nearly indistinguishable from your best human rep — except it is online 24/7, never quits, and never has a bad day. We deploy it on your own stack, so conversation data never leaves.

Technical highlights: layered memory (events / preferences / relationship graph) x emotion and intent recognition x proactive recall x multimodal (image / voice) x one-click smooth handoff to a human.

96.2%CSAT in benchmark
↓ 72%Human handoff (demo)
0.8sAvg. first response
+35%Repeat purchase (demo)
Agent Duoduo AI support conversation and memory graph
OUR BUILD ON OPEN SOURCE · OPENCLAW

OpenClaw Enterprise · run the hottest open-source Agent safely inside your network

OpenClaw is a phenomenon in the 2026 open-source community: an autonomous AI assistant started by Austrian developer Peter Steinberger that climbed to the top of the global GitHub star chart in just over two months, passing 330K. It can autonomously drive a browser, run shell, read and write files, connect to IM, and ship with 100+ native skills.

But the original OpenClaw is built for individual developers. Banfang packages it into something enterprises can truly use: private deployment, SSO single sign-on, an internal permission gateway, operation auditing, support for open and local models, and 60+ enterprise skill extension packs. It turns "a developer's toy" into an internal AI employee everyone can use.

Technical highlights: enterprise permission sandbox x enterprise-grade compliance x deep integration with Slack, Microsoft Teams and the IM tools you already use x a skill marketplace that compounds over time.

100+Native skills (open source)
60+Banfang enterprise skill packs
↑ 12×Self-service tasks (demo)
337K★Open-source community base
OpenClaw Enterprise AI assistant capability matrix
OUR BUILD ON OPEN SOURCE · HERMES

Hermes Memory Hub · AI that gets smarter the more you use it

Hermes is a self-evolving AI Agent framework open-sourced by Nous Research in 2026 — it reached 95.6K+ GitHub stars in 7 weeks, becoming the fastest-growing Agent framework of 2026. Its core appeal: persistent memory plus automatic capture of reusable skills.

On top of Hermes, Banfang builds an enterprise "AI memory hub": every conversation, task and document across the company is continuously synthesized into an LLM Wiki and automatically produces reusable skill cards. Connect through any single entry point across Slack, Microsoft Teams and the IM tools you already use, and the whole organization's knowledge snowballs — all deployed privately, inside your firewall.

Technical highlights: LLM Wiki living-knowledge synthesis x automatic skill generation x cross-platform gateway x private deployment x support for open and local models.

186Auto-generated skills (demo)
6+Native IM integrations
↓ 65%Repeat questions (demo)
95.6K★Open-source community base
Hermes Agent enterprise memory hub workflow
REFERENCE BUILD · RETAIL GROWTH

Retail & e-commerce · AI growth Agent

A common retail pain point: an ops team spending all day staring at spreadsheets, rewriting copy and tweaking ad spend — painfully inefficient.

For this we build an always-on "chief growth officer" that never sleeps: it analyzes omnichannel data in real time, generates A/B copy, identifies high-value customers and reaches them at the right moment, and auto-optimizes ad bids. It can make tens of thousands of micro-adjustments a day, upgrading manual operations into intelligent decisions.

+187%Illustrative quarterly GMV
+220%Illustrative repeat-purchase
1/5Ops headcount needed
Retail e-commerce AI growth dashboard
REFERENCE BUILD · MANUFACTURING

Manufacturing · smart scheduling Agent

Many shop floors still schedule production on the gut feel of veteran masters, and one person taking leave can throw everything into chaos. We let an Agent take over scheduling, predict equipment failures and adjust production pace, and add a vision model for online quality inspection.

In our reference build: overall line OEE up ~14 points, inspection accuracy reaching 99.92%, and energy use down ~23% — freeing the veteran masters to mentor apprentices and improve processes.

87.4%Overall OEE (benchmark)
99.92%Inspection accuracy (benchmark)
$575K+Illustrative annual savings
Smart manufacturing scheduling AI Agent visualization

What is the next part of your business that AI should reshape?

We will scan it for you for free, and in half a day give you a diagnostic report on whether it is worth building.

📧 bd@thebanfang.com 📞 +86 187 0117 8691