Evidence before claims

Case studies from owned UK businesses

These records show the problem, supervised AI workflow, human gate, public evidence, current autonomy, and limitations inside businesses Güray owns. They are not client outcomes.

Disclosure on every record

Owned business. Internal operating record, not a client case study.

Internal operating records

Big Ben Suite

Current autonomy: L1

An internal record of supervised AI work across a London short-let and property-management operation.

Owned business. Internal operating record, not a client case study.

Result
Measurement in progress
Human gate
Named human approval
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Big Ben Invest

The trading name of Cityy Ltd

Current autonomy: L1

An internal record of a supervised operating model being assessed for property-investment enquiries and research.

Owned business. Internal operating record, not a client case study.

Result
Measurement in progress
Human gate
Named human approval
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OverseasMED

Short-let operating layer only

Current autonomy: L1

An internal record restricted to supervised AI work around the E14 Canary Wharf short-let operation.

Owned business. Internal operating record, not a client case study.

Result
Measurement in progress
Human gate
Named human approval
Read the operating record →