Legal capability.
Organisational purpose.

Insights / Questions that shape the work

Think carefully.
Make progress.

Perspectives on a more capable legal function, and a closer examination of the evidence behind AI claims.

The changing legal function

From AI access to lasting legal capability

Structural change begins with the decisions an organisation needs to make and the capability it wants to retain.

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Knowledge & earlier decisions

Retaining the knowledge that keeps decisions open

Legal knowledge becomes more useful when people can understand its basis, reuse it and recognise when it needs attention.

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Data sovereignty & agent use

Keeping agent work under organisational direction

Useful agent work depends on practical control over information, clear action authority and human attention directed towards consequential decisions.

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Research / Evidence & methods

What AI claims establish.
What still needs checking.

A detailed examination of legal AI scores, model explanations and research acceleration, grounded in primary documents and published code.

Sources reviewed 6 September 2026. Findings, interpretation and limits are identified separately.

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A conversation about your organisation

Which questions matter most to your organisation?

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Start with the goal you want to achieve.