Systems should earn the data they are given.
Subject works where AI meets data protection. By day: operations and privacy compliance. Off the record: building with AI and working out how to use it without asking people to hand over about themselves.
// the black bars are interactive - data minimisation, demonstrated
AI that does real work
Practical automation and applied AI - pipelines, agents and tooling that remove drudgery from operations, built with a clear view of what data they touch and why.
Compliance as craft
UK GDPR, governance and DPO practice. Assessments, policies and controls that hold up under scrutiny and still let the business move.
Minimisation by design
The quiet discipline of collecting less. If a system cannot explain why it holds a piece of data, it should not hold it.
Search and locate individuals
Locating people for lawful, documented purposes - absent tenants, debtors, beneficiaries, lost contacts and persons relevant to legitimate proceedings. Open-source and licensed data only, with a full audit trail on every trace.
Discreet investigation & due diligence
OSINT research, background checks and due diligence on individuals and entities. Structured, evidenced and reportable - findings that stand up if they are ever examined.
Defence & digital footprint
Defensive security reviews, ISO 27001-aligned controls, incident readiness and digital footprint reduction - finding what an adversary would find about you, then closing it down.
All tracing and investigation work is conducted under UK GDPR. Lawful basis and proportionality are documented before any search begins. No pretexting, no grey data, no exceptions.
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| Fingerprinting | NONE |
| Data retained | NONE |
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