AGENT CAPABILITIES

AI agents for every department.

Growth, content, production, support, finance, HR — every function gets an agent system that ships real work.

AI Growth
AI Product
AI Operations
AI Content
AI Finance
AI HR

What Agents Can Do

Six departments, six agent clusters.

Each cluster covers one real function of the company. This is not a catalog — it is the division of labor we run Nanhara on, every day.

AI Growth

Growth

Growth agents make good products findable — discoverability, search optimization, growth and retention analytics.

  • ASO & discoverability
  • Revenue & consumption analytics
  • Retention & cohort insight
  • Competitive landscape scans
AI Content

Content

Content agents run the content pipeline end to end — from topics and writing to multilingual distribution.

  • Multilingual content production
  • Long-form writing & scripts
  • Channel distribution
  • Brand voice consistency
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

Support & Insight

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

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

Finance

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

  • Bank & payment reconciliation
  • Invoice processing
  • Monthly financial reports
  • Expense categorization
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 over a year — then open-sourced.

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

OPEN SOURCE

We open-sourced this system.

The agent system running this company is now an open-source product: hara. The company you are looking at is its first user.

Explore hara →
AI Agents · Capability Map · Nanhara 南荒