The shape of a company is changing.
Traditional
People → Software
AI Native
People ⇄ AI Workforce ⇄ Knowledge
For 50 years, companies were people + software.
In the next 5 years, companies will be people + AI workforce + knowledge networks.
AI WORKFORCE
The AI workforce running this company.
AI GrowthAI Growth
Makes good products findable — discoverability, search optimization, growth and retention analytics.
AI ProductAI Product
Designs, prototypes, ships — alongside human PMs.
AI OperationsAI Operations
Runs the company's daily heartbeat.
AI ContentAI Content
Writes, tests, distributes content across channels.
AI FinanceAI Finance
Books, reconciles, reports — close in days, not weeks.
AI HRAI HR
Onboards, coaches, evaluates — for both humans and agents.
THE STACK
An operating system, not a tool.
Agent Layer
autonomous workers across functions
Workflow Layer
orchestration, hand-offs, decisions
Knowledge Layer
shared memory across the company
Memory Layer
long-term context that compounds
Data Layer
reality interface — CRM, ERP, Slack, GitHub, files
PROOF
This site. These products. This company.
0 humans · 0 products · 0 company
Nanhara doesn't “study” AI-native — we are it. Three humans cover strategy, product, engineering, growth, content, finance, and HR; a fleet of AI agents fills the gap.
This way of running a company has been proven on ourselves — and open-sourced as a product: hara.
WHAT WE SHIP
The products — and the way we build them.
hara
An open-source agent CLI plus an enterprise layer for companies. We run this company on it every day.
Product Matrix
YiMatrix, YiSixYao, and TaleAI are live; Motimo — AI script-to-short-drama — is coming soon.
Software changed how companies operate.
AI will change what companies are.
In the AI Native era,
every company becomes a hybrid intelligence organization.
— Nanhara · 南荒
Read the thesis →