AGENT CAPABILITIES

AI agents for every department.

Sales, marketing, production, after-sales, finance, HR — each department gets an agent system that ships real work.

Zhang Liang
Lu Ban
Xiao He
Zhuangzi
Fan Li
Confucius
Sun Tzu
Mozi
Laozi
Jiang Shang
Guan Zhong
Zhuge Liang

What Agents Can Do

Six departments, six agent clusters.

Each cluster covers a standard business function. Finance and HR are bundled by default — the rest are modular.

AI Sales

Sales

Agents that keep your pipeline moving — from first contact to closed deal.

  • Lead evaluation & scoring
  • Deal follow-up nudges
  • Contract clause drafting
  • Revenue forecasting
AI Marketing

Marketing

Content and growth agents that run your marketing surface end-to-end.

  • Multilingual content production
  • SEO / ASO optimization
  • Social channel distribution
  • User insight aggregation
AI Product

Production

From idea to shipped product — PM, design, and engineering agents in one loop.

  • PRD writing & review
  • Design spec generation
  • Engineering implementation
  • Deployment & ops
AI Operations

After-Sales

Customer-facing agents that turn raw feedback into structured insight.

  • User feedback replies
  • Pain-point aggregation
  • Churn signal detection
  • Ticket routing
Default Bundled
AI Finance

Finance

Finance agent runs daily — reconciling accounts, processing invoices, generating reports.

  • Bank & payment reconciliation
  • Invoice processing
  • Monthly financial reports
  • Expense categorization
Default Bundled
AI HR

HR & Operations

HR and evaluation agents that handle the organizational backbone so humans focus on judgment.

  • Payroll computation
  • Performance evaluation
  • Growth coaching nudges
  • Administrative ops

How It Works

Agents share context. Not just tasks.

Rather than isolated tools, agents operate with shared context — so a decision in product automatically informs finance, ops, and growth.

Principle 01

Shared Context

Agents read from a single source of truth. No copy-paste between tools. When the finance agent reconciles accounts, the operations agent already knows.

Principle 02

Human-in-the-loop

High-confidence tasks run automatically. Edge cases and decisions surface to the right human — with full context, not a notification.

Principle 03

Cross-department Loops

Sales signals inform marketing. Customer feedback feeds product. Evaluation results connect to HR decisions. Each agent is a node in one organizational graph.

Battle-tested in our own operations for 1+ year before we ship.

We run the same agent system on ourselves — finance, HR, product, growth. If it breaks, we feel it first.

AI-NATIVE PLATFORM FOR B2B

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AI Agents · Capability Map · Nanhara 南荒