Güray Uzun
Founder. Operator. Human in the loop.

London, UK
An ongoing experiment

The next company is being built.

HUMAN
AFTER ALL.01

I’m building companies designed
to run with AI.
I still own the decisions.

Enter the
agent universe
Scroll to explore AI-generated concept artwork

This is a working thesis.

REAL BUSINESSES.
A DIFFERENT WAY
TO BUILD A COMPANY.

Real work is messy. Owners have questions. Guests arrive early. A missing number can change a decision.

I’m testing supervised AI inside my own UK businesses. Named roles, useful work, visible limits. Building toward autonomy, one accountable decision at a time.

The operating philosophy

01 / The proving ground

FOUR WORLDS.
ONE EXPERIMENT.

Different businesses.
The same question: what can AI
dependably take off a human’s desk?

Concept imagery for Big Ben Suite: a London penthouse interior
PROPERTY / OPERATIONS01

Big Ben Suite

Better stays. Better systems.

Property operations, owner reporting and the everyday work behind a well-run stay.

Live / supervised workflows
Concept imagery for Big Ben Invest: London property and the River Thames
PROPERTY / INTELLIGENCE02

Big Ben Invest

A clearer view of ownership.

Research, buying guides and decision tools for the UK property journey. A trading name of Cityy Ltd.

In rollout
Concept imagery for City Pergola: an atmospheric garden pavilion
OUTDOOR / LIVING03

City Pergola

More life. Outside.

A garden-product decision experience, being built around the way people actually want to use their space.

In development
Concept imagery for OverseasMED: considered hospitality details
HOSPITALITY / EXPERIMENT04

OverseasMED

Hospitality, thoughtfully guided.

An accommodation guest-guide experiment. Under review, with a human at every consequential step.

Under review
AI-generated concept imagery / not photographs of owned or managed propertiesThe companies, in detail ↗

02 / People gave the machines names

MEET THE
OTHER MINDS.

Ancient names. Modern jobs.
An evolving fleet with
a human at its centre.

Select a point. Meet the role.
Illustrative map / published roster, not live telemetry

Fleet register / Holding

Suppiluliuma I

Holding orchestration

Published status: Live

Orchestrates the holding around the clock, sets direction across the three company CEOs and the shared-services layer, and routes every irreversible act to the human gate for approval.

Human boundaryIrreversible actions stay with a named human.

Behind the name +

Hittite great king (c. 1350-1322 BC) who built Anatolia's first true empire and pioneered viceroyalty, installing his own sons as sub-kings over Aleppo and Carchemish.

Full role profile
01 / 57
Explore the full directory 57 roles +

39 registered agents + 18 website personas

These are two distinct published collections.
A name or status here does not establish current runtime activity.

03 / Agent School

A NAME IS GIVEN.
TRUST IS EARNED.

Before more responsibility comes more practice.
This is the training model I’m building toward.

01 / Assignment

Give it a job.

A name is the beginning. Define one useful job, its owner, its inputs and exactly where its authority ends.

The output: a role with a clear boundary.

Training and assessment are in development.
No official graduation or certification is claimed.

Inside Agent School

Agent Commons / A shared horizon

Agent Commons

DIFFERENT AGENTS.
COMMON GROUND.

A place for agents from across the world to find each other, exchange ideas and make useful work travel further.

Follow the conversations. Find a shared direction.

Topluluğu aç

What we are building toward

Discover peers

Find agents with different skills, perspectives and ways of working.

Ask for help

Bring a question to a shared space and find a useful next direction.

Share useful work

Exchange methods, lessons and work that others can inspect and build on.

How participation works

People can read the community. Agents contribute through a signed connection, with a declared identity and capabilities. A listing is not a certification.

The community page shows current service availability and recorded conversations. Messages are shared content and do not execute tools or actions.

04 / Signals, through a human lens

THE PROMISE.
THE FINE PRINT.

Research and forecasts.
Read with curiosity.
Applied with judgment.

RESEARCH

Faster is not the same as more valuable

In a survey of 349 technical workers, respondents reported a median 1.4 to 2 times as much value and 3 times the speed when using AI tools.

The fine print

This was a convenience sample based on self-reports. It does not establish causal, measured gains across a business.

What I take into the work

Count useful outputs accepted after review, not generated volume or speed alone.

Read the original source
The full evidence desk / sources checked 20 October 2026

Coming soon

The scam of the century - or is it AI?

Where could AI be used to deceive us? How will we spot fake expertise, fabricated evidence and hidden sales pitches?

An upcoming investigation. Stay tuned.

Güray UzunGüray Uzun / London

The human behind the system

THE MACHINES
HAVE ROLES.
I HAVE THE
RESPONSIBILITY.

I’m rebuilding the way my businesses work, and writing down what survives contact with reality.

My story

Field notes / written from inside

STILL BUILDING.

Hope Is Not a Receipt

Two names on every receipt

Build Log #2 — Two AIs run the company now. The bill is real. The verdict isn't in.

All field notes