A GKM Legacy Holdings company · contracting in Maryland, USA · delivering from Accra, Ghana
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Policy

Scope & professional boundaries

The professional boundaries we keep across research, academic work, compliance and investment, and the outcomes no honest adviser can guarantee.

Last reviewed 6 sections

Research and evidence

Findings are as strong as their sources, and every deliverable states its method and limits. Where evidence is thin, we say so rather than fill the gap.

Compliance

Our compliance work, such as data protection or EU AI Act reviews, is an operational assessment. It is not a legal opinion, a certification or a guarantee of compliance.

Academic work

We coach and edit; the researcher remains the author. We never write assessed work. See Academic integrity.

Outcomes we cannot guarantee

Funding or tender awards, publication, search rankings or AI citations, exam results and investment returns depend on decisions by others. We work to improve your chances and report honestly on what happened.

Experience

Documented experience on this site is individual experience of our principals, before or outside the firm, and is attributed to the organisations that held the work. It is not a record of GKM contracts.

What needs to move forward?

Tell us the decision, the challenge or the opportunity. We reply with a scoped approach, a named principal and a fee before any work begins.

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