The operating system for AI-era organizations

Your AI is ready.
Your org chart isn't.

Xcircle is the operating system for AI-era organizations. Retire the functional org chart you inherited from the industrial age and rebuild the company as a distributed, self-evolving network: value delivery as the unit, humans and AI agents staffing the same roles.

xcircle.com.cn/circle/nova
Xcircle org map showing value circles and the human/AI split inside each role
+149%
Output per person
+336%
Speed of org decisions
-71%
Management overhead
The bottleneck on AI-era productivity isn't technology. It's organizational design.
McKinsey · 2025
What it actually feels like

None of this
is a leadership failure.

Every company still running modern work on a 1950s org chart hits this wall eventually.

01
🌀 Busy, not moving

Your calendar is wall-to-wall syncs, threads and standups. The quarter closes and the thing you needed still isn't shipped.

Coordination cost grows faster than headcount. Past a certain size, being busy and getting things done stop being related.
02
👆 Nobody owns the outcome

In the postmortem everybody is right. Sales blames product, product blames engineering, engineering blames the spec. The result has no owner.

That's the design flaw in functional org charts, not a people problem. When everyone is responsible, no one is accountable.
03
💸 You can't see the value

You pay top of market and you extend real trust. But the last time you seriously asked what any given person created was a long time ago.

Comp is anchored to tenure and title, not contribution. Trust is not a substitute for visibility.
04
🎲 Betting blind

Split the team or keep it? Replace the VP or back them? Every call is placed on instinct. When it lands you call it judgment. When it misses, the company pays for it.

With no data about your own organization, every call trades company money for personal experience.
The root cause

You can keep fixing these one at a time.They all have the same root.Your company runs AI-era work on an industrial-era operating model.

What Xcircle is

An AI agent that redesigns how your company works

It helps CEOs rebuild the way work moves through the company, so humans and AI agents can operate together inside a system of ownership that actually holds.

Design layer

What the organization looks like: how circles get drawn, how humans and AI split the work, how the structure keeps changing.

01–03
01 · Value circles

Closed-loop circles replace departments

Every team owns one deliverable and one customer. The coordination tax between functions disappears.

02 · Human/AI split

See exactly what your AI coworkers own

Every role is staffed by a human or an AI agent, so you can see at a glance which work people are still doing by hand.

03 · Living structure

The org chart moves when the business does

Every change is recorded, so you can trace how the organization evolved instead of guessing whether it kept up.

Intelligence layer

What the organization can prove: skill coverage, value contributed, and a track record for every person.

04–06
04 · Skill map

Human skills and AI skills, side by side

See what each team covers and what it's missing, so hiring and AI adoption both have a reason behind them.

05 · Value assessment

Performance measured by what got created

AI tracks the value each person actually produced and proposes how to split the pool, instead of paying by level.

06 · Track record

A real record follows the person

Everyone builds a traceable history of value delivered. Who is creating and who is coasting stops being a matter of opinion.

In production

Some companies already switched.

Different industries, different stages,
and what changed once they redesigned around circles.

AI agent toolsGlobalShenzhen107 people
Supermind
4.2×
Output per person
68%
Delivered by AI
-79%
Coordination cost

Six functional departments became value circles. Decision cycles fell to 0.8 days. Management layers went to zero.

AI helped us rebuild the entire company in six months. This wasn't layoffs. It was pulling people out of low-value coordination and handing everything automatable to AI. The team got smaller and we got four times faster.

M
Mango· Co-founder, Supermind
Current structureStructure keeps changing
Supermind org map: six value circles (Build Loop, Grow Loop, Win Loop, AI Core, Platform, Ops), each showing its human roles and AI agents
Smart hardwareGlobalBeijing500+ people
鹿客科技
+43%
Org agility
+59%
Innovation output

Weight shifted toward the front line. The back-office circles kept shrinking and management got lighter.

Xcircle is the sharpest org advisor I have. It keeps moving the center of gravity toward the front line. The back office keeps getting lighter and the company keeps getting faster.

B
Bill· Founder and CEO, 鹿客科技
Current structureStructure keeps changing
Org map for 鹿客科技: circles for hardware R&D, smart manufacturing and supply chain, algorithms and security, the IoT platform, consumer growth, and commercial and multifamily, each showing its human roles and AI agents
RetailDTC brandShanghai2,000+ people
NineMuch
61%
Operations run by AI
2
Management layers
-45%
Back-office headcount

Departments became eight value circles, with decision rights pushed down to the front line.

After the redesign, deciding what to sell went from three departments arguing to one circle closing the loop. AI agents run the numbers every day and people just make the call. That process got five times faster.

J
JJ· CEO, NineMuch
Current structureStructure keeps changing
NineMuch org map: circles for east, north and south China stores, live commerce, owned-audience marketing, supply chain, data intelligence, and brand content, each showing its human roles and AI agents
Your industry is on this list

Find your industry. See how someone else did it.

Every industry has a different value chain, so the circles come out completely different. Book a demo and we'll design your version with you.

💻
Internet and AI
SaaS, AI products
🌐
Hardware, global
Smart devices, IoT
🛍️
Retail
DTC, consumer brands
🏭
Manufacturing
Industrial, supply chain
🏥
Healthcare
Digital health, devices
💰
Finance and consulting
Investing, advisory
🎓
Education tech
Online learning, training
Your industry
Tell us
30 minutes, and you'll see how Xcircle designs an org for your industry

AI and internet · deep tech · semiconductors · cloud storage · clean energy · retail · biotech · education · fintech and more

How it works

The whole transition is three steps

1

Draw the circles that replace your departments

Start from your value chain and break the company into closed-loop circles. Hierarchy stops being the control mechanism. Each circle answers for its own outcome instead of pushing work up for approval.

2

Split every role between a human and an AI agent

Draw the line inside each role: what a person carries, what an agent takes, and which skills each side needs. Every seat gets the best available operator.

3

Evaluate on value created, not on level

Retire the KPI cycle. The Xcircle agent continuously assesses what each role actually contributed, so rewards keep pace with how fast the organization changes.

Strategy
core
Core Product
👤 PM🤖 Discovery Agent
Revenue
👤 AE🤖 Lead Agent
Customer Success
👤 CSM🤖 Health Agent
AI Engine
👤 ML🤖 Eval Agent
Content
👤 Editor🤖 SEO Agent
Platform
👤 Architect🤖 DevOps Agent
Value assessment
Core Product · PM
Q2 26
Dana Reyes · human workload0.6 FTE
AI Buff +50% · assisted workload0.3 FTE
Discovery Agent · autonomous workload2.0 FTE
Effective output for this role2.9 FTE
Where this starts

AI isn't waiting. Neither should your org chart.

See what your company looks like as a network of value circles.

No credit card · 14-day free trial · cancel anytime